Changelog

Improvements

• Credential Source Status — Credential settings now show the credential source and keep service account tokens out of the interface.
• Copilot Run Context — Copilot now receives challenge details, recovery options, every result row, and clearer browser error context for better workflow repair.
• Protected Form Submissions — Supported job application forms now wait for challenge completion before the submit continues, reducing duplicate submissions.
• Clearer Run Timeline Statuses — Run timelines now show verified clicks as completed and provide labels for every status glyph.
• Wider Past Runs Range — The agent page now shows the last 365 days by default, so older runs appear without extra filter changes.
• Agent List Search Persists — Agent list searches now survive back navigation, reloads, and shared links.
• Sidebar Links Stay Visible — Resource links now appear on every page with a sidebar, so you can reach help without leaving the page.

Bug fixes

• Fixed dropdown selections failing when the selected label differed from the option text.

New features

• Interactive Questions in Copilot — Copilot can now ask questions with choices or text fields and resume after you answer. (#8447)
• Web Search for Copilot and Code Blocks — Copilot and code blocks can now search the web directly, so workflows can collect results without scraping search pages. (#8464)
• Schema-Directed Parquet Exports — Workflows can now export extracted data to typed Parquet files from a standalone or extraction block. (#8368, #8397)
• Login Blocks from Browser Recordings — Browser recordings now create login blocks from saved credentials and retain native select choices.
• In-Chat Credential Requests — Copilot can now ask for missing credentials in chat and continue after you provide or skip them. (#8420)
• Google Sheets Connections in Chat — Copilot can now connect Google Sheets accounts in chat and resolve unambiguous saved connection names. (#8412)

Improvements

• Embedded-Page Support — Copilot and secure CodeBlocks now keep selected frame data current across navigation, popups, and detached frames. (#8341, #8361)
• Clearer Copilot Failure Diagnosis — Fix with Copilot now sends run details directly; repairs preserve drafts, outputs, page values, selectors, and safety details. (#8343, #8350, #8413)
• More Reliable Browser Recovery — Browser sessions now recover from slow liveness checks, crashed tabs, and stalled screenshot captures. (#8401, #8463)

Bug fixes

• Fixed checkout handling for retries, plan changes, and enterprise accounts.
• Fixed duplicate downloads, missing download artifacts, and stranded download popups. (#8344, #8358)
• Fixed Sheets appends that shifted neighboring values into another row.

New features

• Guided Onboarding for New Users — Eligible new users in enabled organizations get a guided onboarding flow with a working example, progress, and tailored next steps.
• Flexible Credential Setup — Credential workflows now support passwordless entries, 1Password login items, custom one-time-code fields, saved OTP bindings, and separate rotating browser state. (#8317)
• Save Credentials from Record Browser — Record Browser drafts now redact secrets and let users save the matching credential type. (#8307, #8323)
• Failure-Focused Analytics — For organizations with analytics enabled, analytics reports now show failures, selected statuses, action totals, and relevant credit metrics. (#8304)

Improvements

• Public API and MCP Reliability — API and MCP clients now get discoverable metadata, rate-limit guidance, retry responses, and clearer validation errors. (#8283)
• Faster Live Browser Sessions — Live browser sessions now announce loading status, detect dead connections, and recover from temporary stalls. Vendor CDP live views send mouse moves at native rates.
• Copilot Repair Evidence — Copilot now keeps browser evidence, records code failures, and waits for progressing runs before reporting repair results. (#8325)
• Copilot Activity and Responses — Copilot now shows activity, formatted responses, and terminal results in one readable view.
• Google Connected Accounts — Google workflow blocks and Copilot now accept a connected account’s name or email.
• Workflow Inputs at the Start — Workflow editors now show declared inputs beside the starting block.

Bug fixes

• Fixed workflow runs failing to commit downloads, custom selections, dates, and typeahead values. (#8328)
• Fixed run views and workflow editors showing blank pages, wrong live states, hidden outputs, false unsaved-change warnings, or unavailable runs.

New features

• MCP Access and Run History — Hosted MCP clients can now renew access, complete OAuth callbacks, and include child runs in workflow history.
• Human-Approval Steps in Copilot — Copilot can now add a human-interaction step and report paused runs as pauses.

Improvements

• Faster Copilot Block Testing — Copilot can now edit one block and rerun it from the browser state that produced the recorded page.
• Grounded Copilot Page Evidence — Copilot now uses page evidence from the run browser, including screenshots, links, overlays, and hidden authentication options, to guide repairs. (#8239)
• Clearer Copilot Reviews and Failures — Copilot now shows accurate review state and preserves useful failure details for faster repairs.
• More Reliable Sign-In and OTP Handling — Sign-in flows now wait for forms, verify fields, submit fresh codes, recover connected accounts, and report delivery problems clearly.
• Reliable Workflow Files — Workflow files now stay linked to their run, handle download interstitials, and report aborted transfers or unsupported formats clearly.
• More Accurate Form Interactions — Form interactions now verify live controls, clear retry fields, match values accurately, prevent false submission reports, and avoid wrong selectors.
• Past Runs Filters Persist — Past Runs search and status filters now stay in the URL, so back navigation and reload restore the same list.

Bug fixes

• Fixed lost browser recordings, dark live views, and raw errors after browser or MCP connections close.
• Fixed invalid browser session and workflow inputs returning misleading responses or leaving runs without terminal states.
• Fixed billing flows that could start duplicate checkouts or direct exhausted-credit users to unavailable recovery options.

New features

• Focused MCP Connections — MCP now offers focused tool sets for local and hosted connections and clear expired-session guidance.
• Structured MCP Output and Page Reading — The lean and all MCP tool sets gain an optional final-output validation tool. An opt-in reader tool reads large pages in bounded chunks.
• Custom SMTP Delivery — Send Email blocks can send messages through a customer’s SMTP server.
• Full-Page Live Control — Persistent live-browser sessions now keep the full page reachable during takeover.

Improvements

• Copilot Email Verification — Copilot now uses saved credentials or connected inboxes for email verification. (#8200)
• Reliable Download Workflows — Download flows accept locators, recover files, expose the helper early, and confirm registered files.
• Copilot Workflow Editing — Copilot preserves browser context, adds blocks incrementally, retains existing edits, and suggests text-based selectors. (#8205, #8206)
• Copilot Test Run Guidance — Copilot now limits credential approvals and follows test runs with page and challenge evidence. (#8210, #8204, #8214)
• Workflow Studio Preview: Clearer Activity — The opt-in Studio preview retains pane choices, shows terminal browser states, and makes Copilot progress easier to follow.
• Simpler Workflow Integrations — Google integrations need fewer permissions and use native blocks; workflow setup supports optional credentials, parser choices, and root Drive files. (#8202)

Bug fixes

• Fixed incorrect toggles, lost outputs, unclear run errors, stale browser actions, credential or dropdown failures, and repeated Copilot requests.

New features

• Credential Run Controls — You can serialize runs sharing a credential while fresh profiles omit old login files and saved profiles retain recent sign-ins. (#7995, #8001, #8097)
• MCP Local Browser Access — MCP can now control an existing local browser, and its bridge starts serving requests promptly. (#8070, #8175)
• External Browser Live View — You can view and navigate externally hosted browser sessions, and use keyboard editing in live view. (#8101, #8114, #8143)
• Modern Code Blocks — Code blocks use the editor shape, open shared-session tabs, recover transient startup timeouts, and emit typed errors for downstream routing. (#8006, #8022, #8033, #8034, #8055, #8163)
• Bulk Agent Export — Bulk exports now download as one ZIP with a separate file for each agent. (#8105)

Improvements

• Deterministic Custom-Select Inputs — Typed entries now use exact matching when possible, reducing model fallback and incorrect success reports. (#7996)
• Copilot Credential Assistance — Copilot now finds credential IDs, lets you choose credentials, shows automatic selections, and starts from a credential’s saved login page. (#8026, #8013, #8065, #8064, #8061, #8094, #8099)
• Reliable Email Verification Retrieval — Email OTP and sign-in-link lookup now preserves exact values, reads externalized message parts, and respects the expected code type. (#8028, #8062, #8091)
• Reliable Browser Session Artifacts — Downloads now complete more reliably, and recordings remain available after browser-session teardown. (#8007, #8021, #8019, #8115, #8125, #8167)
• Copilot Workflow Editing — Copilot now preserves workflow code and data, shows plain-language run steps, supports longer repairs, and returns successful results. (#8058, #8104, #8106, #8142, #8122, #8166)

Bug fixes

• Fixed Copilot turns stopping valid actions, resending queued prompts, or showing empty expansion controls. (#8025, #8060, #8089, #8137)
• Fixed browser sessions failing after stale connections, leaving released occupancy behind, or reporting false navigation, closure, expiry, or final-status errors. (#7997, #8043, #8164)

New features

• Expanded OTP Recovery — OTP handling now preserves raw content, detects code types, reads connected email accounts, and supports magic links in credential view. (#7849, #7859, #7866, #7886, #7901, #7908)
• Weekly Analytics Email Digest — Eligible organizations with the digest enabled receive a weekly email summary with recent activity, credit use, and lowest-success workflows.
• Scoped Browser Session Access — Browser sessions can start at a requested URL. In supported regions, enabled first-party sessions use scoped router addresses for live browser viewing. (#7915)

Improvements

• Job Application Form Handling — Supported job application forms now handle rich fields, rejected values, and live credential pages, with optional visual secret masking. (#7771, #7773, #7777, #7955, #7966, #7967)
• Shorter Browser Session Lifetime — Browser sessions now have a maximum lifetime of 4 hours instead of 24. Longer timeouts are clamped, and Enterprise accounts can request longer sessions. Recordings, downloads, and live-stream paste are more reliable. (#7772, #7774, #7804, #7838, #7883, #7902, #7916, #7929, #7930, #7944, #7979)
• Copilot Authoring Reliability — Copilot verifies outputs, preserves drafts, uses connected accounts, acts on pages, reports activity and failures, and keeps repairing through stalls. (#7779, #7791, #7792, #7794, #7796, #7802, #7806, #7845, #7869, #7871, #7873, #7878, #7885, #7911, #7913, #7914, #7934, #7972)
• Safer MCP and Browser Requests — MCP tools now handle arguments and page waits more reliably while browser and webhook requests validate destinations and headers. (#7765, #7782, #7932, #7941, #7962, #7976, #7982)
• Clearer Billing Usage — The billing page now shows OTP usage.
• Google Sheets Workflow Fields — Spreadsheet and sheet pickers now show compact destinations and support template expressions for dynamic targets. (#7840, #7875)
• Larger File Workflows — File workflows accept larger storage uploads, return ZIP file lists, and process up to 1,000 loop iterations. (#7793, #7899, #7907)

Bug fixes

• Fixed CAPTCHA actions showing false completion, missing checkbox frames, or losing settings during cached replay. (#7787)
• Fixed workflow runs reusing stale outputs or losing status, webhook delivery, browser pages, timeline data, code-block execution, or run-pane access. (#7775, #7809, #7827, #7841, #7842, #7864, #7890, #7903, #7953, #7960, #7978)

New features

• Password-Free Login and CAPTCHA Handling — Copilot can use email sign-in codes or links and solve CAPTCHA challenges during login exploration. (#7727, #7755, #7756, #7761)
• Live Action Progress During Test Runs — Code-block test runs stream recorded browser actions while they run. The Copilot preview shows these actions live for enabled organizations. (#7608, #7609, #7610)
• MCP Setup and Session Visibility — MCP now offers in-app setup, live timelines, clear argument errors, code-only guidance, and profile cleanup. (#7587, #7574, #7619, #7693, #7577, #7580)
• Workflow Studio Preview: Run Navigation — The opt-in Studio preview makes past runs easier to find with linked titles, shorter URLs, clear details, and branch navigation. (#7602, #7604, #7607, #7642, #7643, #7644, #7646, #7667, #7758)
• Agent Filter for Run History — Run History now filters runs by agent while keeping server-side search and pagination. (#7618)
• Claude Opus 5 Model — Claude Opus 5 is now available as a selectable model for agent runs for Enterprise accounts on Skyvern Cloud. (#7741)
• Paused Status in the Public API — The public run status now includes paused runs, so status reads and webhooks work during verification waits. (#7576)

Improvements

• More Reliable Copilot Workflow Authoring — Copilot now completes more requests, repairs missing workflow steps, handles credentials safely, and reports outcomes honestly. (#7563, #7565, #7567, #7613, #7628, #7629, #7630, #7632, #7648, #7649, #7656, #7658, #7673, #7686, #7688, #7689, #7695, #7699, #7701, #7703, #7711, #7713, #7714, #7715, #7716, #7719, #7734)
• Job Application Form Reliability — Supported job application forms now handle more field widgets, recover rewritten inputs, and confirm successful submissions. (#7570, #7585)
• More Reliable Remote Browser Startup — Remote browser startup now retries transient connections, reports rate limits clearly, uses fallback browsers, and supports custom proxies.
• CodeBlock Authoring and Output Improvements — CodeBlock workflows now show outputs and safe errors, support page evaluation, wire inputs, carry MCP metadata, and make JSON searchable. (#7578, #7586, #7670, #7697, #7730, #7733, #7754)

Bug fixes

• Fixed template URLs, selection failures, missing downloads, invalid limits, missing invoice feedback, analytics charts for enabled organizations, and interactions in the Studio preview. (#7569, #7575, #7598, #7599, #7601, #7638, #7650, #7651, #7690, #7696)

New features

• External File Storage Targets — Download blocks can now send files to external storage, and large Google Drive uploads resume after interruptions. (#7444, #7373, #7391)
• Record and Synthesize Browser Sessions — MCP sessions can now record safe browser actions and turn them directly into replayable code blocks. (#7498, #7522)
• Credential Help in Copilot — The Copilot preview shows a credential card with Connect and Skip actions for enabled organizations. The card appears when a build needs access. (#7418)
• Browser Profile Refresh and Usage Checks — Browser Profiles now show dependencies, support refresh, and warn before deleting a profile in use. (#7548, #7550)

Improvements

• Grounded Copilot Workflows — Copilot now preserves captured steps and completion checks, recognizes values by format, reuses inputs, and reports verified downloads. (#7374, #7349, #7381, #7375, #7397, #7439, #7438, #7441, #7455)
• Safer Copilot Authoring — Copilot now checks goal reach, code validity, and completion conditions before saving, then gives clear retry guidance. (#7419, #7429, #7466, #7507, #7556, #7442, #7512, #7336, #7527, #7549, #7557)
• More Reliable Browser Actions — Browser runs now verify form controls and wait for protected pages. (#7334, #7406, #7454, #7480, #7483, #7474)
• Reliable Artifacts and Downloads — Artifact views refresh expired links, while downloads reject login pages and missing profiles start faster. (#7459, #7484, #7411, #7350)
• MCP Workflow and Browser Tools — MCP now gives clearer guidance, valid snippets, file-based edits for large workflows, and selected iframe content. (#7333, #7460, #7422, #7433)
• Analytics and Run Health — For organizations with analytics enabled, analytics now shows accurate credit usage and run outcomes. Runs retry transient failures, and run lists surface self-healing risk. (#7493, #7494, #7523, #7526, #7541)
• Workflow Studio Preview: Usability — The opt-in Studio preview now follows themes, shows changes, links run review to blocks, and restores run inputs and outputs. (#7408, #7417, #7513, #7409, #7495, #7388, #7423, #7426, #7543)

Bug fixes

• Fixed TOTP issuer errors and retryable OTP failures; tier upgrades now start fresh billing periods. (#7365, #7509)

New features

• Workflow Studio Preview: Navigation and Layout — The opt-in Studio preview now searches blocks, expands hidden containers, jumps through long workflows, and remembers panel layouts. (#7103, #7104, #7107, #7112, #7118, #7201, #7270)
• Workflow File Tools — Workflow file tools can now split PDFs, select upload files, deliver files to SFTP, and use sandbox scratch files. (#7258, #7268, #7301)
• Organization OAuth Setup — Organization-level OAuth setup is available for enabled organizations, and connections that need reconnection are clearly marked after settings changes. (#7283, #7288)
• Email Inbox Workflows — Email Inbox workflows can read matching Gmail or Outlook messages for downstream processing. (#7303, #7309)
• Run History and Result Links — Run history now filters by run type, while the Studio preview and MCP expose available outputs and recording links. (#7251, #7269, #7307)

Improvements

• Copilot Build Progress and Recovery — Copilot and agent runs now show live progress and recover from build, login, and model-response failures. (#7097, #7098, #7099, #7100, #7120, #7149, #7155, #7162, #7216, #7246, #7275, #7277, #7308, #7313, #7314, #7315, #7327)
• Analytics Console Clarity — For organizations with analytics enabled, Analytics now uses shared filters, clearer charts, accurate workflow breakdowns, and stable custom date ranges. (#7136, #7209)
• MCP Browser Reliability — MCP now connects reliably, guides keys to setup, accepts query aliases, protects inputs, retains references, and supports direct dropdown actions. (#7165, #7166, #7203, #7206, #7220, #7250, #7285)
• Browser Automation Reliability — Browser automation now handles captchas, captures client-created files, preserves download names, and avoids extra recordings. (#7102, #7111, #7123, #7153, #7156, #7172, #7192)

Bug fixes

• Fixed credential setup so editable accounts, saved instructions, reused profile names, test cleanup, and token errors work correctly. (#7122, #7157, #7160, #7184, #7219)
• Fixed template run details failing to load, loading slowly, or omitting the Stop control in the Studio preview. (#7105, #7265, #7330)
• Fixed run inputs hiding download instructions, corrupting formatted card numbers, and mishandling workflow files or malformed definitions. (#7202, #7260, #7264, #7305, #7306)

New features

• Workflow Studio Preview: Side-by-Side Panes — The opt-in Workflow Studio preview now offers side-by-side panes, responsive layouts, and clearer run views. (#7007, #7008, #7009, #7010, #7013, #7021, #7022, #7024, #7025, #7043, #7044, #7045, #7046, #7047, #7056)
• Code-First Workflow Authoring — Teams can edit workflows as YAML or use MCP tools to lint, synthesize, validate, and save code-only workflows. (#6997, #6998, #7017, #7030, #7065)
• ZIP Files in File Parser — File Parser blocks now process ZIP archives, so workflows can extract data from bundled documents. (#7049)
• Credential and Session Reuse — Workflows can rotate login credentials across runs and save browser state in managed profiles. (#7032, #7053)
• Secret Values Across Blocks — Workflows can pass selected HTTP response values as secrets between downstream blocks. Enabled self-hosted deployments can store credentials locally. (#7054)

Improvements

• Block Type Shown in Workflow Studio Header — The block detail panel in Workflow Studio now displays the block type in the header, making it easier to identify what kind of block you’re editing at a glance. (#6956)
• Improved Extraction Accuracy for Absent Data — The agent now better handles cases where requested output is genuinely absent from the page, reducing false positives in extraction results. (#6957)
• Data-Only Validation Skips Page Evidence — Validation steps that check only extracted data no longer capture page screenshots when they aren’t needed, reducing unnecessary work during runs. (#6960)
• Copilot Block Runs Routed to UI Worker — Copilot block runs are now dispatched to a dedicated UI worker, keeping the editor responsive during live automation. (#6962)
• Clearer Invalid JSON Errors in Workflow Editor — The workflow editor now surfaces a descriptive error when a parameter contains invalid JSON, making it faster to diagnose and fix configuration mistakes. (#6963)
• “Ignore System Prompt” Moved to Advanced Settings — The “Ignore system prompt” option has been relocated to the advanced settings panel, reducing clutter in the default block configuration view. (#6964)
• Empty Extra HTTP Headers Hidden — Extra HTTP header fields that are empty no longer appear in block configurations, reducing visual noise in the workflow editor. (#6966)
• Block Selection Persisted in URL — The selected block in Workflow Studio is now encoded in the URL, so your selection is preserved on reload and can be shared via link. (#6969)
• Code-Block Self-Heal Minimum Retry Floor — The code-block self-healing loop now enforces a minimum number of repair attempts before giving up, preventing premature failures on recoverable errors. (#6971)
• Faster Live-Draft Enrichment — Workflow recording live-draft enrichment now uses a faster model and a shorter debounce interval, making draft suggestions appear noticeably sooner while recording. (#6973)
• Responsive Browser Recording — Browser recording now shows editable live drafts and stays responsive across long sessions, repeat recordings, and browser transport changes. (#6995, #6999, #7002, #7004, #7005, #7036, #7048)

Bug fixes

• Fixed syntax highlighting disappearing when viewing large webhook payloads. (#6967)
• Fixed LLM blocks not enforcing their configured output schema, which could allow malformed data to propagate to downstream blocks. (#6965)
• Fixed Copilot repairs and builds that failed or stopped early when output evidence, action history, or prior outputs were incomplete. (#6993, #6994, #6996, #7000, #7014, #7015, #7031, #7040, #7055, #7069, #7081, #7086, #7087, #7088, #7090, #7091)
• Fixed failures in workflow navigation, remote browser cleanup, and task listings. (#7001, #7006, #7042, #7084, #7085)

New features

• Gmail-Backed OTP Lookup — Agents can now retrieve one-time passwords from Gmail via OAuth, enabling automated login flows that depend on email-delivered verification codes. (#6769)
• Copilot Chat History per Workflow — The Copilot now retains its full conversation history scoped to each individual workflow, so prior context and decisions are preserved as you continue building. (#6767)
• Code-First Editor Polish — Code-first code blocks now display block labels, correctly render extraction output, and include a Build-vs-Code toggle for switching between visual and code editing modes. (#6771)
• Workflow Studio (Preview) — A redesigned workflow editor with a refreshed build canvas, integrated browser view, and run viewer is now available as an opt-in preview, giving teams an early look at the next-generation authoring experience. (#6782)
• DeepSeek and Xiaomi MiMo Models — DeepSeek and Xiaomi MiMo are now available in the model dropdown for agent runs. Gemini 2.5 Pro and 2.5 Flash have been deprecated. (#6831)
• Label Management Settings — Labels can now be renamed, recolored, and soft-deleted directly from the Settings page, making it easier to maintain a clean tag taxonomy. (#6830)
• Browser Profiles in MCP Sessions — Browser sessions initiated via MCP can now be associated with a browser profile, enabling credential and state reuse across MCP-driven runs. (#6798)
• Workflow-Tag Filter on Analytics — The analytics dashboard now supports filtering runs and metrics by workflow tag. (#6780)

Improvements

• Copilot Repair Shows Quiet Progress — The Copilot’s code-seam repair steps now appear as compact progress indicators instead of repeated chat messages, keeping the conversation readable during long repairs. (#6746)
• Collapsible Sidebar with Avatar — The left sidebar now features an edge toggle, a closed-state user avatar, and a smooth open/close animation for a more polished navigation experience. (#6754)
• Structured Output Verified Before Completion — Runs that produce structured data now verify the output satisfies the configured schema before marking the run as successfully complete. (#6751)
• MCP Workflow Overlap Settings Preserved — Overlap settings configured via MCP are now retained correctly when the workflow is subsequently edited, preventing unintentional resets. (#6748)
• Browser Profile List Sorted Newest First — The browser profile picker now orders profiles with the most recently created at the top, making recent profiles easier to find and select. (#6739)
• Remote Browser Sessions Capped at Four Hours — Remote browser sessions now have a maximum duration of four hours, preventing orphaned sessions from consuming resources indefinitely.
• Debug Sessions Stay Open After Runs — Browser sessions launched from the workflow editor in debug mode now remain alive after a run completes, so you can inspect the final page state without the session closing immediately. (#6832)
• GPT-5 Mini via OpenRouter — GPT-5 Mini is now available as a selectable model via OpenRouter. (#6816)
• Extraction and AI Steps in Code-Block View — Extraction and AI steps are now surfaced in the code-block run view, filling a gap in execution visibility. (#6823)
• Color Palette for Grouped Workflow Tags — Tags that belong to a group are now displayed with a curated color palette, making it easier to distinguish tag groups at a glance. (#6801)
• Improved Authenticator 2FA Credential Setup — The credential setup flow for authenticator-based 2FA has been improved with clearer guidance and a smoother configuration experience. (#6783)
• Copilot Data-Write Blocks Default to Safe Failure Mode — New Copilot-generated data-write blocks now default to continue_on_failure=false, preventing downstream blocks from running on bad data. (#6779)
• End-State Screenshots for All Open Tabs — Task runs now capture end-state screenshots for every open tab at completion, giving a full snapshot of the browser state. (#6777)
• Partial Deliverable on Budget Exhaustion — Tasks that hit their credit budget now return the best-effort deliverable collected so far instead of failing without output. (#6778)
• Planner Supports EXTRACT_INFORMATION and GOTO_URL — The task planner can now emit EXTRACT_INFORMATION and GOTO_URL actions, expanding the set of strategies available during automated planning. (#6800)
• Copilot Completion Recognition Improvements — The Copilot completion recognizer is now more authoritative and evidence-backed, with stable criteria counts and more reliable recognition across runs. (#6789)
• Copilot Code Repair Loop Reliability — The Copilot code authoring repair loop is now more reliable, reducing cases where stuck repairs would stall progress. (#6792)
• Workflow Studio Browser and Panel Improvements — The Workflow Studio editor now supports take-control and viewport centering for the live browser, with alignment and toolbar polish for the run/editor panels. (#6810)
• Analytics Tag Filters Accept Flexible Input Shapes — Analytics tag filters now accept labels, groups, or group:label pairs in all three supported filter shapes. (#6802)
• Run ID Search Fallback on Runs List — The runs list now falls back to searching by run ID when no parameter-value match is found, making it easier to locate specific runs. (#6788)

Bug fixes

• Fixed login credentials not being reattached after editing a workflow via MCP, which could cause credential-gated runs to fail. (#6761)
• Fixed conditional routing logic not being preserved when loading a workflow stored in the v1 format. (#6760)
• Fixed the active run context being lost when switching between organizations, requiring a page refresh to restore the correct run view. (#6753)
• Fixed browser connection settings defined in a TaskV2 block not being forwarded to child task runs. (#6750)
• Fixed telephone number inputs dropping digits when bare NANP-format phone numbers were typed. (#6826)
• Fixed the workflow builder freezing due to an infinite FlowRenderer dimension/layout feedback loop. (#6824)
• Fixed the code editor crashing with a stack overflow when opened on large or deeply-nested JSON. (#6817)
• Fixed the app failing to load after a deploy due to stale webpack chunks; the app now auto-recovers via a cache-busting reload. (#6818)
• Fixed runs returning an incorrect terminal outcome when the extraction schema had been modified after the initial recording. (#6815)
• Fixed MCP workflow edits dropping non-credential parameter-to-block links. (#6813)
• Fixed address bar paste not working in the VNC streaming view. (#6812)
• Fixed newly added workflow blocks not receiving focus in the editor. (#6809)
• Fixed Copilot code-block file downloads being written to the wrong directory. (#6797)
• Fixed parameter-value search not appearing in the v2 runs list. (#6796)
• Fixed extra actions firing after selecting a combobox option during text entry. (#6787)
• Fixed shadow DOM text nodes being missed during element text extraction. (#6791)
• Fixed persistent browser sessions incorrectly reporting a cached session as live when it had become stale.

New features

• OTP Fill at Runtime in Code-Block Sandbox — Code blocks can now fill OTP fields using your stored TOTP credentials at runtime, enabling fully automated two-factor authentication flows without manual input. (#6571)
• Uncapped Workflow Runtime — Workflows can now be configured to run without a maximum time limit, enabling long-running automations that previously timed out. (#6567)
• Code-First Code Block Editor — Code blocks now feature a dedicated code editor with syntax highlighting, Jinja parameter hints, and a run timeline showing each action taken, giving developers full visibility and control over code-driven automations. (#6604)
• Period-Aware Analytics Drill-Down — The agent analytics drill-down panel now respects the selected time period (7/30/90/365 days or custom range) and shows per-agent average duration, credits per run, and period-over-period trends.
• Agent Directory Tree — The agents and folders list has been redesigned as a navigable directory tree, making it easier to browse and organize agents across nested folder hierarchies. (#6631)
• GCP Self-Host: Storage and Vault — Self-hosted deployments on Google Cloud Platform now support GCS artifact storage and GCP Secret Manager vault, enabling full GCP-native deployments. (#6632)
• 1Password Credential Picker — Credential inputs now include an item picker for 1Password vaults, letting you browse and select vault items directly during credential setup. (#6651)
• Typed Extraction Schema for Copilot Code Blocks — Copilot-generated code blocks now support a typed data extraction schema (matching data_schema parity), enabling structured data output from code-block automations. (#6674)
• SDK-Backed Remote Browser Provider — Agents can now connect to external browser providers via SDK, enabling tighter integration with third-party remote browser services. (#6687)
• Bitwarden Credential Integration — Saved credentials can now be sourced directly from Bitwarden vaults, bringing Bitwarden to full UI and functional parity with other supported credential providers. (#6729)

Improvements

• Smarter Loop Planning for Repeated Work — The task planner now prefers loop-based tasks when it detects repeated same-shaped operations, improving throughput on multi-item automation runs. (#6575)
• Agent Auto-Acts on Stalled Pages — When the agent re-evaluates a page that hasn’t changed, it now applies steering heuristics and acts immediately instead of stalling. (#6577)
• Final Answer Surfaced Directly — The task agent now returns the final deliverable directly instead of spinning through redundant synthesis steps, reducing latency on completed tasks. (#6574)
• Copilot Stops Stuck Repair Loops — The Workflow Copilot now detects when consecutive repairs make no verified progress, halts after three attempts, and presents an honest escalation with the draft preserved for review. (#6608)
• Voice Input Microphone Permission — The browser microphone permission prompt now appears correctly when using voice dictation in the Prompt Box and Workflow Copilot. (#6601)
• page.evaluate Recorded in Code Block Timeline — JavaScript page.evaluate(...) calls made inside code blocks are now recorded as actions in the run timeline, filling a gap in execution visibility. (#6600)
• Active Run Shown on Browser Session Page — Browser session detail pages now display which workflow run currently occupies the session, making it easier to understand session usage. (#6691)
• Distinct Visual for Terminate Actions — Terminate actions now appear with a distinct amber triangle icon in the run timeline, making it easy to spot where a run was stopped. (#6693)
• PDF Field Mapping by Positional Labels — PDF form filling now uses positional field labels to improve accuracy when mapping data to form fields with ambiguous names. (#6663)
• MiMo-V2.5 Model Support via OpenRouter — Added Xiaomi MiMo-V2.5 as a selectable LLM via OpenRouter for agent runs. (#6636)
• Settings “API Keys” Renamed to “General” — The “API Keys” section in Settings has been renamed to “General” to better reflect its full scope of configuration options. (#6642)
• Run URLs Surfaced in MCP and CLI — The agent app URL and session recording URLs are now included in run responses returned via MCP and the CLI, making it easier to link directly to a live run. (#6719)
• Email OTP Credentials Supported in Copilot — The Copilot can now use stored email OTP credentials when generating and validating code-block automations that require email-based authentication. (#6716)
• Auto-Fill Default Google Account for Sheets Blocks — Google Sheets blocks now automatically select the default linked Google account, reducing manual setup when configuring Sheets integrations. (#6715)
• Copilot Output Accurately Reflects Verified Results — The Copilot no longer under-reports successfully verified output, ensuring the run summary accurately reflects what was accomplished. (#6710)
• Runs Halt Reliably on Terminal Blockers — When the agent encounters strong evidence of an unresolvable blocker (such as a persistent challenge page), it now stops immediately rather than continuing to attempt further actions. (#6714)
• Workflow Save Performance Improved — Cache invalidation on workflow save is now batched, eliminating a per-block N+1 query pattern that slowed saves for large workflows. (#6718)

Bug fixes

• Fixed the Run Inputs panel collapsing unexpectedly when filtering Run History. (#6573)
• Fixed the agent incorrectly retrying click fallbacks after an action dispatch timed out, causing unintended interactions. (#6569)
• Fixed session recordings and page interpretation not resuming correctly after navigation, causing missed recording segments. (#6568)
• Fixed code block runs not generating a recording entry, causing the Recording tab to appear empty. (#6607)
• Fixed code block action screenshots not appearing on the run Overview page. (#6605)
• Fixed long usernames or email addresses hiding the sidebar collapse button on desktop.
• Fixed the FileParserBlock crashing instead of surfacing a clear error when it encountered an unparseable file. (#6657)
• Fixed the Inputs field missing from the Code view of code-first code blocks. (#6633)
• Fixed Copilot-synthesized download blocks not downloading the file during code replay. (#6637, #6638)
• Fixed multi-step login flows not advancing when credentials were filled into JavaScript-gated fields. (#6650)
• Fixed an infinite update loop on the workflow build page when certain block configurations were active. (#6660)
• Fixed adopted-session file downloads not being available as run artifacts after the session ended. (#6679)
• Fixed the run timeline showing action and step rows for non-code blocks when they should only appear for code blocks. (#6675)
• Fixed workflow run actions not appearing in the timeline for all block types.
• Fixed workflow runs not stopping when a configured time limit was exceeded. (#6677)
• Fixed the analytics plan-tier badge showing the incorrect tier for some organizations.
• Fixed credits not being recorded when data was captured inside a Navigate block in task runs. (#6698)
• Fixed Copilot directory mode synthesizing incorrect code bindings. (#6702)
• Fixed FileUpload blocks silently skipping the upload when no file was provided, instead of recording a clean no-op and continuing. (#6728)
• Fixed the product tour not launching when triggered from the “Take a tour” menu option. (#6727)
• Fixed scanned PDF files being parsed as a single large page rather than processed page-by-page, which caused extraction to miss content on multi-page documents. (#6722)
• Fixed the block library drawer overflowing its container bounds in the workflow builder. (#6721)

New features

• Copilot Ask/Build/Code Mode Routing — The Copilot now routes each request based on the active mode: Ask returns answers without modifying the workflow, Build creates or updates workflows, and Code generates executable code blocks. (#6459)
• GCS Storage Backend — Added Google Cloud Storage as an artifact storage backend for self-hosted deployments. (#6442)
• Key-Optional Labels and Flexible Tag Filters — Tags now support key-optional labels, and tag filter queries accept more flexible formats for richer agent organization. (#6458)
• Self-Serve Editor Onboarding — New users in the workflow editor now see a get-started modal with intent routing and template cards, a 4-stop guided product tour, and smart empty states on the dashboard and runs pages to accelerate time-to-first-automation. (#6475)
• Multi-Tab Browser Control — The autonomous agent loop can now open and interact with multiple browser tabs simultaneously, enabling workflows that span across new tab links and pop-ups. (#6507)
• Gemini 3.5 Flash Model Support — Added Google Gemini 3.5 Flash as a selectable LLM for agent runs, providing a faster inference option. (#6505)
• GCP Secret Manager Vault Adapter — Added Google Cloud Secret Manager as a supported vault backend for storing and retrieving secrets in self-hosted deployments. (#6488)
• Bulk Actions on Agents List — You can now select multiple agents at once and apply bulk actions directly from the agents list page. (#6485)
• Self-Service Credential Clears — Saved credentials can now be individually cleared from the credentials settings page without deleting and recreating them. (#6480)
• Per-Run Session Recordings as Artifacts — Recordings are now clipped to each run’s time window and stored as downloadable run-scoped artifacts. (#6479)
• Credential-Aware Scouting in Code-Block Mode — The Copilot now uses saved credentials while scouting pages for code-block generation and produces credential-typed code that fills login fields using your stored credentials. (#6521)
• Claude Fable 5 Model Support — Added Claude Fable 5 as a selectable model for agent runs. (#6539)
• Live Browser Recording with Instant Placeholders — Session recordings now commit navigation and wait blocks immediately as placeholders during live recording, with support for capture pause and draft interpretation. (#6561)
• Act-and-Observe Copilot Scouting — The Copilot’s page scouting now uses act-and-observe interactions that return bounded page evidence alongside gathered actions, improving code-block generation accuracy. (#6533)

Improvements

• Deterministic Copilot Code-Block Synthesis — Code blocks generated by the Copilot from scouted page interactions are now deterministic, producing consistent scripts across repeated generations. (#6463)
• Smarter Element Focus in Page Analysis — The agent now drops non-navigable links from its internal element tree, reducing noise and improving targeting accuracy. (#6461)
• Workflow Builder Left Sidebar Preserved — The left sidebar in the workflow builder now stays open when you switch between blocks, keeping your panel state between edits. (#6453)
• TOTP Prioritized Over Webhook for OTP — Stored TOTP secrets are now tried before webhook polling when retrieving one-time passwords, speeding up authentication flows that use stored credentials. (#6451)
• Improved Caching for Click-Reached Blocks — Scout interactions for blocks reached via click are now automatically credited toward the cached script, increasing cache hit rates. (#6450)
• Accessible Status Badges — Status badges across the product have been updated with improved contrast and consistent pill styling for better accessibility. (#6444)
• Block Title Editable from Settings Sidebar — Workflow block titles can now be edited from the right-hand settings sidebar, without needing to use the inline editor on the canvas. (#6443)
• API Reference Split into Agents and Runs Sections — The public API reference is now organized into separate Agents and Runs sections for easier navigation. (#6448)
• Label-First Tag Editor and Flexible Tag Filter UI — The tag editor now accepts standalone labels or group:label format in a single input, and the filter bar supports filtering by label, group, or group:label for richer agent organization. (#6470)
• 2FA Field Progressive Disclosure in Login Block — Two-factor authentication fields in the login workflow block are now collapsed by default and expanded on demand, reducing visual noise for workflows that don’t use 2FA. (#6490)
• Persistent Browser Session Profile Generation Now Opt-In — Automatic browser profile generation during persistent sessions is now opt-in, giving you explicit control over when profiles are captured. (#6489)
• Icon-Only Status Pills on Mobile Viewports — Status badges now render in a compact icon-only format on small screen widths, preventing layout overflow on mobile devices. (#6481)
• Hardened Webhook Delivery — Workflow webhook delivery is now more reliable, with improved handling of transient failures and prioritized delivery ordering. (#6478)
• Reduced Live Recording Draft Latency — Live session recordings now appear almost instantly with placeholder entries, with final blocks committed after a short debounce window. (#6553)
• Copilot Stops on Terminal Blockers — The Copilot now correctly halts when it reaches a condition that blocks further progress, preventing runaway sessions. (#6535)
• Copilot Chat Shows Run Outcome Verdict — The Copilot chat timeline now reflects the actual run outcome verdict, giving a more accurate view of what the agent accomplished. (#6532)

Bug fixes

• Fixed org-verified discovered credentials not being credited in the Copilot credential gate, which could prevent runs from starting. (#6462)
• Fixed OTP codes from previous workflow runs being picked up and incorrectly used in new runs. (#6455)
• Fixed persistent-session screen recordings not appearing in the run view when the recording timestamp fell outside the run’s time window. (#6454)
• Fixed Copilot inconsistently asking for a URL before running discovery when the user had only named a site without providing one. (#6473)
• Fixed Copilot asking for a URL after already successfully navigating to the requested site during discovery. (#6472)
• Fixed self-hosted deployments rejecting requests with “Invalid credentials” (HTTP 403) when the Docker UI injected an API key that the container’s server incorrectly filtered out.
• Fixed persistent session recordings not being finalized when the video encoding process outlasted the session’s cleanup window. (#6519)
• Fixed the saved credentials status indicator not updating until the page was manually refreshed. (#6517)
• Fixed the workflow run timeline rendering blocks in branch-tree order instead of execution order, producing a confusing step sequence. (#6515)
• Fixed downloaded files inside loop blocks being shared across all iterations instead of scoped to the block that downloaded them. (#6487)
• Fixed session recordings defaulting to an incorrect resolution; recordings now use Playwright’s default viewport size. (#6524)
• Fixed Copilot failing to recognize and use a saved credential when the credential ID was typed with a space or hyphen separator instead of an underscore; malformed IDs are now normalized and resolved correctly. (#6529)
• Fixed Copilot chat showing workflow blocks as completed even when the overall run goal was not demonstrated — the recorded run outcome verdict is now surfaced in the chat narrative. (#6528)
• Fixed Copilot browser sessions incorrectly blocking localhost navigation during page scouting, which could prevent evidence from being gathered from locally-served pages. (#6527)
• Fixed single-element JSON arrays being unwrapped to a scalar when passed as workflow run inputs. (#6560)
• Fixed code blocks silently dropping non-dict return values instead of passing them through to downstream blocks. (#6556)
• Fixed the task agent ignoring the max_iterations override, causing runs to exceed their configured step limit. (#6544)
• Fixed generated workflow parameter keys being duplicated, which caused a hard failure when the workflow was run. (#6543)
• Fixed task runs completing successfully even when a required sub-goal had not been satisfied. (#6546)
• Fixed the credential-clear confirmation dialog being hidden behind other overlays. (#6542)
• Fixed click actions on elements wrapped in disabled containers not being retargeted to the clickable child element. (#6540)
• Fixed Copilot loop detector incorrectly triggering at block dispatch boundaries. (#6550)

New features

• Workflows are now Agents — We’ve renamed “Workflows” to “Agents” across the product, public API, and docs. The API is now served under /agents (e.g. POST /v1/run/agents) and accepts an agent_id alias for workflow_id (same wpid_ value), with agent_id echoed in responses. Fully backwards-compatible: existing workflow_id inputs, /workflows endpoints, SDK methods, and bookmarked doc URLs all keep working.
• Feature Preview Section in Settings — A new “Feature Preview” panel in account settings lets you opt into upcoming features before they are fully released. (#6318)
• Filter Workflows by Tags — The GET /workflows API now accepts a ?tags= query parameter to filter results by tag. (#6334)
• Workflow Schedules in Open Source — Self-hosted Skyvern deployments now support workflow schedules, previously a cloud-only feature. (#6344)
• Claude Opus 4.8 Support — Added Claude Opus 4.8 as a selectable model for both direct Anthropic and AWS Bedrock inference paths. (#6409)
• Automatic Re-save of Expired Credential Sessions — Saved credential sessions that have expired or encountered an error are now automatically re-saved, keeping browser profiles available without manual intervention. (#6435)
• GPT-5-mini Support — Added GPT-5-mini as a selectable LLM for customers using their own OpenAI API keys, providing a faster, lower-cost inference option.

Improvements

• Improved CAPTCHA Solving Reliability — Added a timeout circuit breaker and better timing around CAPTCHA solves on submit-protected pages, reducing failures caused by timing races. (#6349)
• Undo/Redo Moved to Canvas Toolbar — Undo and redo controls are back on the workflow canvas toolbar for easier access. (#6310)
• Better Loading and Error States in Browser Streams — Improved copy and animations for loading and error states across all browser stream views. (#6332)
• Extended Credential Test Timeout — The browser profile credential test now polls for up to 10 minutes, accommodating slower authentication flows that previously timed out. (#6359)
• Code-First Copilot Validation Gates — The code-first Copilot now runs preflight checks, MCP evidence gates, and validation steps before executing generated code blocks, reducing silent failures. (#6410)
• OpenRouter Cost Tracking — LLM token counts and costs are now tracked for runs using OpenRouter models, making per-run spending visible alongside other LLM providers. (#6427)
• CUA and Claude Opus Models Now Enterprise-Only — The CUA browser-control mode and Claude Opus model family are now reserved for enterprise accounts. (#6420)

Bug fixes

• Fixed session cookies not being restored when reusing a saved browser profile. (#6362)
• Fixed TOTP codes not being recovered from webhook response bodies that are not strictly valid JSON. (#6354)
• Fixed webhook responses being truncated at 2KB when routed through the NAT proxy.
• Fixed filtered dropdown options not being selectable in certain search-driven input components. (#6348)
• Fixed block prompts not rendering in the workflow version comparison view. (#6331)
• Fixed agent navigation buttons rendered via CSS ::before/::after pseudo-content icons being missed when the icon element’s bounding rect was zero due to out-of-flow positioning. (#6385)
• Fixed credential edit form values and in-progress test state being cleared when the credentials list refreshed in the background during a browser profile test. (#6404)
• Fixed workflow canvas layout not updating correctly when a container block is collapsed. (#6436)
• Fixed session cookie capture not persisting correctly when saving browser credential sessions. (#6434)
• Fixed persistent browser session final status not being reconciled when a session close races a timeout cleanup.
• Fixed shadow DOM inputs inside closed dropdown components incorrectly being forced visible. (#6433)

New features

• Redesigned Sidebar Navigation — The app sidebar has been redesigned with collapsible groups, improved visual hierarchy, and a cleaner layout. (#6211)
• Workflow Run Retry — Workflow runs can now be retried directly from the UI or API without creating a new run from scratch. (#6195)
• New Workflow Run Page Layout — The workflow run detail page has been split into a compact timeline and a detail panel for faster navigation and better readability. (#6214)
• Copilot Turn Narrative — The workflow copilot now displays a summary bubble after each turn, giving you a clear audit trail of what the agent did and decided. (#6231)
• Block Completion Progress on Run Page — The workflow run page now shows an N/M progress indicator so you can see how many blocks have completed at a glance. (#6230)
• Selector and AI Fallback Fields in Action Blocks — Action blocks now expose explicit selector and AI fallback configuration, giving you finer control over element targeting. (#6212)
• Workflow Tagging API — Tags can now be created, applied, queried, and managed via the API for programmatic workflow organization. (#6251)
• Run Cost Visibility in Task Runs — Task runs now expose LLM, proxy, and captcha cost fields, making per-run spending trackable via the API. (#6219)
• Double-Click Action Support — The click action block now supports double-click for elements that require it. (#6166)
• Search on Credentials Page — Added a search bar to the credentials page for quick filtering by name.

Improvements

• “Inputs” Replaces “Parameters” Across the UI — Workflow block parameters are now consistently labeled “Inputs” throughout the editor and run views. (#6296)
• Sidebar Flyout on Hover — Hovering over a collapsed sidebar icon now reveals the flyout menu without requiring a click. (#6270)
• Copilot Follows Live Frontier During Runs — The copilot chat panel now tracks the active workflow frontier as the run progresses, keeping you oriented on the agent’s current work. (#6283)
• Completed Copilot Turns Collapse to Summary Card — Finished copilot turns now collapse into a compact summary card, reducing clutter in long sessions. (#6280)
• Copilot Workflow Proposal Staged View — Accepting or rejecting a copilot workflow proposal now shows a staged diff view that snaps back cleanly on cancel or reject. (#6260)
• Browser Profile Saving Indicator — A placeholder row now appears while a browser profile is being saved, giving immediate visual confirmation that the save is in progress. (#6215)
• Copilot Loop Detection — The copilot now detects when it is stuck repeating the same reply and actively rewrites its approach to break the loop. (#6161)

Bug fixes

• Fixed credentials with embedded multi-placeholder secret references not being resolved correctly during workflow runs. (#6245)

New features

• Guided Browser Profile Setup — A new step-by-step flow walks you through creating a saved browser profile, making it easier to set up persistent login sessions. (#6043)
• MCP Setup in Cloud Settings — Added a dedicated MCP setup section to cloud account settings for easier MCP client configuration.
• Draggable Workflow Blocks — Blocks in the workflow editor can now be reordered by dragging and collapsed to save space, making it easier to navigate complex workflows.
• CDP Connect Headers — The workflow editor now exposes a settings field for custom CDP connect headers, enabling authentication with remotely managed browser instances. (#6125)
• Credits Consumed per Run — Workflow run detail pages now show how many credits were consumed by that specific run. (#6133)
• Bulk Cancel Runs — A new API endpoint lets you cancel multiple in-progress workflow runs in a single request.

Improvements

• Archived Artifact Status — Workflow runs now show when their artifacts have been archived, with a clear status indicator in the UI. (#6075)
• Automatic Webhook Retry on Infrastructure Failures — Workflow webhooks are now retried automatically after transient infrastructure failures, reducing missed notifications. (#6062)
• Faster Script-Mode Runs — Speculative extract-action steps are skipped in script-mode workflows, cutting unnecessary LLM calls. (#6057)
• LLM Router Length-Truncation Fallback — When a model response is cut off by a length limit, the router now automatically retries with a fallback model instead of returning a partial response. (#6079)
• Analytics Range Extended to 365 Days — The analytics dashboard now offers a “365 days” time range, replacing “All time” which was slow for high-volume accounts.
• Copilot Recovers from Unexpected Errors — The workflow copilot now catches unexpected errors mid-run and presents a recovery option instead of silently stopping. (#6143)
• Copilot Surfaces Missing-Context Fallback — When the copilot lacks enough context to proceed, it now shows a clear fallback message explaining what information is needed. (#6144)
• Reduced LLM Context Overflow Failures — Prompt data (element trees, extraction goals) is now capped before being sent to the LLM, significantly reducing context-overflow and rate-limit errors on complex pages. (#6098)

Bug fixes

• Fixed popup pages opened during a run not being included in session recordings. (#6078)
• Fixed XHR-triggered file downloads not being captured when using download action blocks. (#6054)
• Fixed transient download-error popups incorrectly causing run failures. (#6080)
• Fixed child tasks not being terminated and workflow runs getting resurrected after a cleanup cron timeout. (#6047)
• Fixed copilot feasibility check stalling when given diagnostic input for an existing workflow. (#6061)
• Fixed reCAPTCHA v2 invisible variant being misidentified as v3, causing solve failures.
• Fixed downloaded file links on workflow runs showing internal storage paths instead of actual filenames. (#6137)
• Fixed the workflow copilot stopping unexpectedly when a browser session becomes unresponsive. (#6106)

New features

• Analytics Dashboard — A new /analytics page provides a breakdown of workflow run activity and performance over time. (#5980)
• Browser Profile Management Page — A dedicated browser profiles page lets you view, search, and rename your saved browser profiles. (#5990)
• Smarter Element Targeting — The agent now uses deterministic HTML element-tree compression, improving selector reliability on complex pages. (#5970)
• Block-Scoped Parameter Prompts in Debugger — The workflow debugger now prompts for parameters scoped to the specific block being tested, making per-block runs easier to set up.

Improvements

• Scheduled Trigger Badge on Runs Page — The global Runs page now shows a badge on runs triggered by a schedule, making scheduled runs easy to identify. (#5948)
• Signed Artifact Content URLs — Artifact content URLs are now always signed with configurable expiry for secure access control. (#5940)
• Faster Workflow Run API — The GET workflow run endpoint has been significantly optimized for speed. (#5993)
• Copilot Diff View Detects Nested Changes — The Copilot diff panel now correctly highlights changes inside nested conditional and loop blocks. (#5945)
• Output Parameter Size Protection — Workflow output parameter values are now capped to prevent oversized JSON payloads from causing downstream failures. (#5974)

Bug fixes

• Fixed scheduled workflow runs not appearing on the global Runs page. (#5949)
• Fixed webhook delivery silently failing on transient 403, 5xx, or network errors. (#5952)
• Fixed artifact downloads failing for clients that send HTTP Range request headers. (#5982)
• Fixed FileParserBlock failures not appearing in workflow run outputs. (#5964)

New features

• While Loop Block — A new workflow block type that repeats a sub-workflow until a condition is met, enabling dynamic iteration without a fixed loop count. (#5809)
• Multiple Schedules per Workflow — Workflows can now have multiple independent schedules (e.g., run at 9am on weekdays and noon on weekends). (#5799)
• Google Sheets Connector (Open Source) — The Google Sheets connector authentication flow is now part of the open source package. (#5815)
• Runs Tab on Browser Session Page — The browser session detail page now includes a Runs tab listing all workflow runs associated with that session. (#5830)
• Per-Workflow Total Step Cap — A new workflow-run step cap lets you limit the maximum number of agent steps across all blocks in a single run. (#5834)

Improvements

• TOTP Scoped to Active Credential — Credential-derived TOTP values are now scoped to the active credential, preventing stale tokens from being used mid-run. (#5805)
• Browser Dialogs Surfaced to Agent — JavaScript dialogs (alerts, confirms, prompts) that the browser blocks are now surfaced to the agent so it can adapt its next action. (#5810)

Bug fixes

• Fixed the workflow-deleted banner not appearing on the run detail page when the parent workflow has been deleted. (#5800)

New features

• Workflow Schedule Management via MCP — Manage workflow schedules from MCP clients (e.g., Claude Code) using the new skyvern schedule CLI commands. (#5713)
• Org Settings via MCP — Configure organization settings from MCP clients using the new skyvern config CLI tool. (#5694)
• MCP OAuth Org Selection — Multi-org users can now choose which organization to connect to during MCP OAuth authentication. (#5699)
• Platform-Level JS Dialog Handler — The agent now handles JavaScript dialogs at the browser level using LLM-guided decision logic, improving reliability on dialog-heavy pages. (#5679)
• Print-to-PDF in Downloaded Files — Workflow blocks that trigger a browser print-to-PDF now expose the resulting file in the block’s downloaded files list. (#5784)

Improvements

• Cursor Visualization in Run Recordings — Playwright recordings now overlay a visible cursor, making it easy to follow the agent’s actions when reviewing a recording. (#5683)
• Short Signed Recording URLs — Browser session recording links are now compact signed URLs instead of full S3 paths. (#5686)
• Configurable Artifact URL Expiry — A settings field lets you control how long artifact content URLs stay valid before expiring. (#5690)
• Copilot Hard-Cancel — A hard-cancel button immediately stops an in-progress copilot run without waiting for the current step to finish. (#5726)
• Copilot Reuses Live Debug Browser Session — When testing a workflow from the debugger, the copilot now reuses the open browser session instead of starting a new one. (#5709)
• Copilot Surfaces WIP Workflow on Timeout — If the copilot times out or a test fails, it now offers the in-progress workflow so you can review and continue. (#5755)
• Pre-Filled Debugger Run Dialog — The Run dialog in the workflow debugger now pre-fills with values from your last run. (#5724)
• Copilot Atomic Workflow Accept — Accepting a copilot workflow proposal now applies all block changes atomically, preventing partial updates. (#5695)
• Loop Block Failure-Handling Clarity — The loop block UI has clearer controls and labels for configuring how failures inside the loop are handled. (#5731)

Bug fixes

• Fixed the in-progress workflow not being preserved when closing the copilot mid-run. (#5787)

Improvements

• Copilot Live Status Narration — The workflow editor copilot now displays a short live status line while it works, so you can see what the agent is doing instead of waiting in silence. (#5567)
• Renamed Browser Profile Reset Action — The API endpoint for clearing a persisted browser session has been renamed from /browser_session/refresh to /browser_session/reset_profile for clarity. The old path remains available as a deprecated alias. (#5572)
• Fewer Screenshots for API Runs — Screenshot capture frequency has been reduced for API-triggered runs, lowering storage overhead on long-running automations without affecting interactive sessions. (#5565)

Bug fixes

• Fixed the workflow copilot incorrectly proposing a workflow it had just failed to build. The copilot now only surfaces an Accept/Reject panel when the last test actually passed. (#5574)
• Fixed 2FA entry failing on pages with custom overlay input components where the real input field is hidden. The agent now types digit keys directly when no interactable input exists. (#5568)

New features

• Saudi Arabia Proxy Location — Added RESIDENTIAL_SA as a proxy geolocation option for automations targeting Saudi Arabian websites.
• Workflow-Level Error Code Mapping — Workflows now support an error_code_mapping field that all blocks inherit automatically. Block-level mappings still take precedence, giving you a single place to define default error handling without repeating it on every block. (#5506)
• AI Summarize for Workflow Run Outputs — A magic-wand “Summarize with AI” button now appears next to block and workflow run output sections, generating a plain-language summary of raw JSON output on demand. (#5556)
• Reset Browser Profile API — A new POST /workflows/{workflow_permanent_id}/browser_session/reset_profile endpoint clears a corrupted persisted browser session so the next run starts from a fresh browser state. (#5544)
• MCP OAuth for Remote Clients — MCP clients (e.g. Claude Code, Codex) can now complete browser-based OAuth to authenticate with Skyvern without getting stuck in redirect chains. (#5558)
• OpenClaw MCP Setup — skyvern setup openclaw and skyvern mcp switch now support OpenClaw as an MCP client target for both remote and local stdio configurations. (#5536)

Improvements

• Smarter Extraction Cache Keys — The extraction cache now normalizes session-volatile tokens (random UUIDs, CSRF values, nonce query params, timestamps) before hashing cache keys. Semantically identical page visits now share cached extraction results, improving cache hit rates across workflow re-runs. (#5504)
• Reduced Rate-Limit Errors on Extraction Prompts — Extraction prompts are now capped in size before being sent to the LLM. Oversized previous_extracted_information, extracted_information_schema, and element trees are truncated rather than sent whole, significantly reducing 429 RESOURCE_EXHAUSTED errors on high-volume workflows. (#5502)
• Cross-Run Extraction Cache — Extraction results are now cached in Redis across workflow runs, scoped to the workflow. Recurring scheduled workflows skip redundant LLM calls when the page content hasn’t changed. (#5562)
• Copilot Survives Tab Switches and Reconnects — The workflow copilot agent now runs to completion even if the browser tab is closed or the connection drops mid-request, and the AI reply is persisted so it appears when you reconnect. (#5560)
• Copilot Fails Fast on Unresolvable URLs — The workflow copilot now immediately surfaces the real error (e.g. DNS resolution failure) and stops retrying when a URL cannot be reached, rather than reporting success. (#5563)

Bug fixes

• Fixed CSV parsing failing on files whose first header row exceeded ~1 MB, causing valid wide-format CSVs to be rejected with “Could not determine delimiter”. (#5510)
• Fixed a browser automation crash on sites with cross-origin stylesheets (e.g. MUI-based apps). CSS hover styles are now parsed entirely in memory without modifying the DOM, preventing React reconciliation errors that caused the agent to loop until max steps. (#5508)
• Fixed context-window overflow failures being misdiagnosed. Steps that fail due to oversized input are now correctly counted and short-circuit to a clear LLM_ERROR failure reason instead of triggering a redundant LLM-based failure analysis. (#5507)
• Fixed workflow file-download blocks losing their configured download_suffix at task finalization, causing downloaded files to be persisted without the expected filename suffix. (#5499)
• Fixed cached scripts for non-ATS workflows incorrectly generating fill_form() calls, which defeated the performance benefits of caching by delegating back to AI at runtime. (#5497)
• Fixed the pagination navigator on the Workflow Past Runs and Run History pages being right-aligned instead of centered.
• Fixed run recordings missing an end timestamp and broken scrubbing. Recordings are now finalized with a stream-copy remux so players correctly show duration and support seeking. (#5551)
• Fixed tag input fields (e.g. skill set fields on job application forms) not selecting values from the dropdown. These fields are now correctly treated as auto-completion inputs. (#5557)
• Fixed per-step video sync spawning a redundant ffmpeg process on every step, causing CPU spikes and log noise. (#5559)
• Fixed workflow parameter edit and delete buttons being hidden when a parameter name was too long.
• Fixed webhook delivery failing silently when a stored webhook URL had a leading or trailing space. (#5550)

New features

• Adaptive Caching (Script Generation) — Skyvern can now learn from repeated workflow runs and generate cached scripts that speed up future executions. When a block runs successfully, Skyvern records a reusable script and replays it on subsequent runs, falling back to the AI agent only if the script fails. (#4908, #4916, #4917, #4920, #4922, #4931)
• Workflow Trigger Block — A new block type that lets one workflow trigger another from within the workflow editor. Chain workflows together as building blocks for complex automations. (#4885)
• Browser-based CLI Signup — New users can sign up for Skyvern Cloud directly from the CLI. Running skyvern signup opens a browser flow that creates your account and stores your API key locally. (#4925)
• Interactive ngrok Tunnel — skyvern browser serve can now create an ngrok tunnel automatically, making it easy to expose your local browser to Skyvern Cloud without manual network configuration. (#4924)
• South Korea Proxy Location — Added RESIDENTIAL_KR as a proxy geolocation option for automations targeting South Korean websites. (#4918)
• Downloaded Files Tab — Browser session detail pages now include a Downloaded Files tab for viewing and accessing files captured during a session. (#4911)
• CDP Proxy Authentication — Remote browser connections now support authenticated proxies via the CDP Fetch.authRequired protocol. (#4936)
• Remote Browser Download Interception — File downloads triggered by XHR requests and other non-navigation events are now captured when using remote CDP browser connections. (#4906, #4921, #4934)
• current_date Reserved Parameter — Workflows now have a built-in current_date parameter that resolves to today’s date automatically. (#4854)
• Reserved Parameters in Block Editor — The workflow block parameter picker now shows reserved system parameters, making them discoverable without memorizing names. (#4857)
• Natural Language Loop data_schema — Loop blocks driven by natural language extraction now support a data_schema field for consistent output structure. (#4851)
• Gemini 3.1 Pro and Inception Mercury-2 — Two new LLM engine options for your automations. (#4847)
• MCP Server on API Service — The MCP remote server is now mounted at /mcp on the existing API, eliminating the need for a separate process. (#4843)

Improvements

• Renamed “Login-Free” to “Saved Profile” — Clearer terminology throughout the UI. Browser session checkbox wording has also been improved. (#4914)
• TOTP Verification Improvements — Better timer handling, expired code retry, 2FA banner suppression, and more reliable goal-text extraction during TOTP flows. (#4860)
• TOTP Webhook includes workflow_permanent_id — Easier to identify which workflow is requesting a 2FA code. (#4871)
• Consolidated Gemini 3 Pro Model Key — VERTEX_GEMINI_3_PRO now auto-resolves to the latest version, so you no longer need to update config when Google releases point versions. (#4926)
• Browser Rotation for Remote Connections — Remote browser environments now support context rotation, improving reliability for long-running automations. (#4929)
• Workflow save validation (HTTP 422) now returns clear, field-level error messages. (#4852)
• Browser launch errors now show actionable messages instead of raw exceptions. (#4844)
• Cloud LLM fallback overrides are now properly applied when selecting models. (#4839)

Bug fixes

• Fixed a race condition where final task status could be overwritten by a late-arriving non-final status. (#4928)
• Conditional blocks no longer crash when evaluating empty or null parameters. (#4907)
• Browser sessions using FORCE_BROWSER_SESSION no longer time out prematurely. (#4903)
• SVG-based captcha text is now correctly extracted during DOM scraping. (#4880)
• MCP remote tool handlers now route to the correct API environment. (#4869)
• MCP remote auth token comparison no longer fails on encrypted tokens. (#4863)
• skyvern quickstart now handles local PostgreSQL without a pre-existing skyvern role. (#4878)
• WebSocket URLs through ngrok tunnels now rewrite correctly for live browser streaming. (#4927)
• Conditional blocks no longer crash when all branches use Jinja templates. (#4849)
• Conditional blocks no longer misinterpret resolved Jinja template variables. (#4841)

New features

• Browser Profile Testing UI (Frontend) — The Browsers page now lets you launch a test run against a saved browser profile to confirm its login state is still valid before scheduling production workflows. (#4833)
• 2FA Verification Code UI and Notifications — When a workflow pauses for a 2FA code, the UI now shows a clear prompt and pushes a notification so you don’t miss it. (#4787)
• Gated Admin Impersonation for MCP API Keys — Adds gated admin controls so support engineers can impersonate an organization scope when troubleshooting MCP-based automations, with audit-friendly access controls. (#4822)
• Browser Profile Testing — Test browser profiles directly from the UI to verify that saved login sessions are still valid. Workflows can also run with a saved browser profile, enabling login-free automations that reuse authenticated sessions. (#4818)
• Skyvern Skills Package — The new skyvern skill CLI command provides pre-built workflow templates and reference documentation for common automation patterns. (#4817)
• Clear Cached Scripts API — A new endpoint lets you clear cached automation scripts for a workflow when a target website changes and you want to force Skyvern to re-learn. (#4809)
• Automatic 2FA Detection Without TOTP Credentials — Skyvern now detects when a website asks for a 2FA code even without pre-configured TOTP credentials. The system pauses and waits for you to provide the code via the UI or webhook. (#4786)
• Full CLI Parity with MCP — The CLI now supports browser session management, credential management, block operations, and enhanced workflow commands. Everything available through MCP is now accessible from the command line. (#4789, #4792, #4793)
• Claude Opus 4.6 CUA Support — Anthropic’s Claude Opus 4.6 is now available as a Computer Use Agent model for driving browser interactions. (#4780)
• Anthropic Claude Opus 4.6 — Added Claude Opus 4.6 as an available LLM engine for web automation tasks. (#4777, #4778)
• Unified Browser Task Block — The Navigation V1 and Task V2 blocks have been merged into a single Browser Task block. The block now exposes both engines as a dropdown, simplifying the workflow editor and reducing block-type confusion. (#4695)
• Block Discovery MCP Tools — Added MCP tools that let AI assistants enumerate available block types and their schemas, plus richer instructions for building workflows through MCP. (#4683)
• Edit Existing Credentials API — A new endpoint lets you update credential values without deleting and recreating them, preserving credential IDs across changes. (#4693)
• Filter Workflow Runs by Error Code and Search Key — The workflow runs list endpoint now supports error_code and search_key query parameters for narrowing down failed runs. (#4694)
• GPT-5 Mini in Model Selector — GPT-5 Mini is now selectable as an LLM engine. GPT-5 has been hidden in favor of more reliable variants. (#4686)

Improvements

• 2FA Backend Cleanup — Refactored the 2FA pipeline to make code delivery more reliable across both the UI form and the API endpoint. (#4826)
• Environment Variables Override Mounted API Keys — In Skyvern’s Streamlit-based deployment, env vars now take precedence over keys baked into the image, making local overrides simpler. (#4824)
• The workflow run timeline now properly displays loop iterations and conditional branches, making complex runs easier to debug. (#4782)
• Block Failure Reasons Surfaced in UI — Every block type now shows its failure_reason in the run timeline, making debugging non-obvious failures faster. (#4672)
• Webhook Payload Truncation in Logs — Large webhook payloads are now truncated in log entries, keeping logs readable without losing context. (#4701)

Bug fixes

• When both a TOTP credential and a webhook are configured for 2FA, the credential is now correctly prioritized. (#4811)
• Fixed conditional blocks evaluating the wrong value after Jinja template rendering. (#4801)
• Fixed MFA resolution priority when both TOTP credentials and webhooks are configured. (#4800)
• Fixed the cursor jumping to the end while editing conditional expressions in the workflow editor. (#4682)
• Fixed dotted Jinja variables (e.g. {{ block_output.field }}) rendering incorrectly in the expression preview. (#4684)
• The API now returns 404 instead of 500 when a workflow is not found. (#4699)

New features

• Conditional Block Caching — The script cache now supports Conditional blocks, so workflows that branch based on page state can replay from cache instead of re-running the AI agent. (#4642)
• OpenTelemetry Backend — Skyvern can now export metrics, traces, and logs to any OTEL-compatible collector for centralized observability. (#4632)
• Workflow API Route Reorganization — Workflow API endpoints have been split into focused routers, making the OpenAPI surface easier to navigate. (#4628)

Improvements

• Workflow Copilot Auto-Opens for Empty Workflows — When you create a new workflow with no blocks yet, the Workflow Copilot opens by default to help you get started. (#4625)
• Run Workflow Button Moved to Top — The Run button now lives at the top of the workflow editor for easier access. (#4626)
• Skip LLM for Single-Match Location Autocomplete — Location autocomplete now skips the LLM call when only one option matches the user’s input, reducing cost and latency. (#4631)
• Improved Version History Icon — The workflow version history button now uses an icon that better represents document versions. (#4640)

Bug fixes

• Fixed ForLoop blocks failing to execute under script caching (regression from v1.0.12). (#4630)
• Fixed ActionDragPath subscript error in CUA drag-action parsing. (#4623)
• Fixed cron-scheduled tasks getting stuck with “task not found” errors. (#4627)
• Fixed parameter creation dialog not clearing default-value state when switching to credential type. (#4622)
• Fixed debugger loop-block visual overlap when the status row appeared. (#4641)

New features

• Task V2 Termination — Task V2 (the planner-agent-validator system) can now be terminated mid-run via API, matching the cancel behavior already available for Task V1. (#4589)
• ForLoop Block Caching — Cached scripts now support ForLoop blocks. Workflows that iterate over lists can replay from cache after the first successful run. (#4600)
• Conditional Block Caching — Initial support for caching workflows that include conditional branching. (#4603)
• run_with Parameter for Run Task — The run_task endpoint now accepts a run_with parameter so you can target Task V2 (or future variants) without changing the endpoint. (#4576)
• skyvern run dev Command — A new CLI command spins up a Superset workspace alongside the standard dev environment for local analytics work. (#4593)

Improvements

• All Branch Evaluations Shown in Conditional Block Timeline — The run timeline now shows every conditional branch’s evaluation result, not just the chosen one — useful when debugging “why did it pick that branch?” (#4577)
• Sidebar Expand/Collapse Icon — Replaced the pin icon with a chevron, matching common conventions. (#4586)
• PDF Parsing Token Cap — PDF parsing now caps token volume per request to avoid total failure on very large documents. (#4602)
• DATABASE_STRING Parameter on Quickstart — skyvern quickstart now accepts a DATABASE_STRING argument for explicit DB connection configuration. (#4580)

Bug fixes

• Fixed credentials not clearing from the Login block when deselected from the picker. (#4581)
• Fixed workflow run timeline missing recent steps until a manual refresh. (#4587)
• Fixed the workflow editor showing spurious “unsaved changes” when switching between conditional branches. (#4588)

New features

• Workflow Copilot Generally Available — The Workflow Copilot is now enabled for all users. Describe what you want in natural language and it generates a multi-block workflow you can edit. (#4533)
• Browser Sessions v2 Frontend — The new browser session management UI lands on the Browsers page, building on the v2 backend shipped in v1.0.10. (#4514)
• TOTP Endpoint OTP Type Filter — The TOTP listing endpoint now accepts an otp_type query parameter for filtering numeric codes vs. magic links. (#4529)
• Mintlify Documentation Setup — Skyvern’s documentation site moves to Mintlify, with redirects for the legacy Fern URLs. (#4516)

Improvements

• Async File I/O via aiofiles — Replaced blocking file I/O with aiofiles throughout the agent runtime, improving throughput on I/O-heavy workloads. (#4520)
• Cached Experimentation Provider TTL — BaseExperimentationProvider now caches feature-flag lookups with a per-item TTL, reducing pressure on the experimentation backend. (#4536, #4540)

Bug fixes

• Fixed ai_fallback not being read correctly from the database for cached workflow runs. (#4524)
• Fixed iframe-tree extraction crashing when the page raised a transient exception. (#4530)
• Fixed the workflow version comparison view ordering versions on the wrong sides. (#4531)
• Fixed the workflow history panel scroll behavior in debug mode. (#4532)
• Fixed TypeError when comparing offset-naive and offset-aware datetimes during workflow scheduling. (#4534)
• Fixed schema regeneration overwriting unchanged block field names. (#4535)
• Fixed uvicorn reload breaking on Windows due to async event loop policy. (#4538)

New features

• Browser Sessions v2 (Backend) — A new persistent browser session architecture with cleaner lifecycle management, better resource reuse, and improved reliability for long-running automations. The frontend follows in v1.0.11. (#4515)
• General Text CAPTCHA Solver — Skyvern can now solve a wider range of text-based CAPTCHAs without site-specific configuration. (#4517)
• TOTP Webhook Retries — TOTP webhook delivery now retries automatically on transient failures, reducing the rate of “no code received” errors during 2FA flows. (#4518)
• Block-Label Validation in run_blocks — The run_blocks endpoint now validates block labels up front, returning a clear error instead of failing partway through execution. (#4500)
• Print PDF Block — A new workflow block that prints the current page to PDF and saves it to your run’s downloaded files, useful for archiving receipts, invoices, and reports. (#4452)
• HTTP File Downloads — The HTTP Request block can now download files directly via HTTP (not just GET JSON), enabling workflows that pull artifacts from authenticated APIs. (#4440)
• Workflow Copilot Streaming with Cancel — The Workflow Copilot now streams its responses with a cancel button, so you can stop generation mid-stream if you want to refine your prompt. (#4437, #4456)
• “Execute on Any Outcome” (Finally) Block Option — Blocks can now be configured to run regardless of whether prior blocks succeeded, enabling cleanup steps and “always send report” workflows. (#4443)
• Persistent Browser Session Uptime Billing — Billing v2 now meters persistent browser session uptime separately, with PostHog feature flags controlling rollout. (#4444)
• GPT-5 Mini Flex Engine — Added GPT-5 Mini Flex as an available LLM engine. (#4432)
• Clipboard Copy over HTTP — The browser now exposes clipboard copy functionality that works in HTTP-served browser sessions, not just HTTPS. (#4446)

Improvements

• Confirmation Dialog Shows Affected Blocks — Deleting a parameter or block now lists every block that references it, so you don’t accidentally break downstream logic. (#4519)
• Workflow Updates Return 409 on Race — Concurrent workflow updates now return HTTP 409 instead of silently overwriting each other. (#4510)
• Tiktoken Caching — Tokenizer instances are now cached, cutting per-step overhead on token counting. (#4521)
• HTTP Block Boolean and Integer Templates — The HTTP Request block now correctly passes boolean and integer template values without coercing them to strings. (#4435)
• Bitwarden and Azure Vault Tooltips — Added inline help tooltips explaining how to set up Bitwarden and Azure Key Vault credential sources. (#4447)
• Smaller S3 Objects Use STANDARD Tier — Storage cost optimization: small artifacts now use STANDARD instead of GLACIER_IR. (#4453)
• Reduced Max SVG Parsing — Lowered the SVG parsing cap to prevent runaway memory usage on pathological pages. (#4430)

Bug fixes

• Fixed a Gemini 3 Flash cache-creation bug that caused false-positive fallback detection. (#4502)
• Fixed Bitwarden item-ID format validation rejecting valid IDs. (#4508)
• Fixed dangling block-output and parameter references after rename or deletion. (#4507)

New features

• Workflow Copilot v1 — The first version of the Workflow Copilot ships behind a feature flag. Describe a workflow in natural language and the copilot generates blocks, parameters, and connections you can edit on the canvas. (#4401, #4413, #4416, #4423)
• Per-Action Credit Billing (Billing v2) — A new billing model meters credits per browser action instead of per step, giving more predictable cost behavior on action-heavy workflows. (#4398)
• Azure Key Vault Secret Storage — Skyvern can now store and retrieve credentials from Azure Key Vault as a managed secret backend. (#4384)
• Conditional Inside Conditional — Conditional blocks can now be nested inside other conditional blocks for richer branching logic. (#4362)
• Reference Workflow Output in Sub-Blocks — Blocks can now reference upstream workflow_output variables, simplifying multi-stage workflows. (#4414)
• Browser Type Choice for Persistent Browser Sessions — Persistent sessions now let you choose the browser type (Chromium, etc.) at create time. (#4406)
• Browser Extension Support for PBS — Persistent browser sessions can launch with a specified browser extension. (#4364)
• Step Count in Webhooks and Run Payloads — Webhook payloads and get_run responses now include step_count for cost reconciliation. (#4410)
• PH (Philippines) Proxy Location — Added Philippines as a residential proxy option. (#4395)
• TextPromptBlock Artifact Storage — TextPromptBlock now saves the LLM prompt and response as run artifacts for debugging. (#4361)
• Action–Screenshot Linking — Actions in the run timeline now link directly to the screenshot captured at the time of execution, so you can see what the agent saw when it made each decision. (#4403, #4404)

Improvements

• Clearer Errors for Missing Workflow Parameters — Missing required parameters now return a clear HTTP 400 instead of HTTP 500. (#4380)
• Empty-String Defaults for String Parameters — Workflow string parameters without explicit defaults now initialize to "" instead of null, matching common Jinja-template expectations. (#4382)
• HAR Files Use Zstd Compression — HAR archives now ship as .har.zst, cutting storage size significantly with no fidelity loss. (#4420)
• Hydrated Workflow Title in Run Responses — workflow_run responses now include the workflow title for cleaner logging without an extra API call. (#4363)
• Cached Workflow-Script Lookup — get_workflow_script_by_cache_key_value is now cached and post-action execution can re-enable code generation. (#4385)
• Updated Datacenter Proxy Provider — Datacenter proxies now route through a new provider with broader IP coverage. (#4386)
• Improved Conditional NL Branch Tooltip — Updated tooltip and placeholder text on conditional blocks to better describe how natural-language branches are evaluated. (#4368, #4369)
• OLLAMA Vision Support Toggle — Added OLLAMA_SUPPORTS_VISION env var to enable vision-capable Ollama models. (#4351)

Bug fixes

• Fixed older credentials becoming inaccessible after an internal schema change. (#4358)
• Fixed scrolling actions misfiring on pages with overflow-hidden ancestors. (#4389)
• Fixed close_browser_on_completion not being honored during workflow run cleanup. (#4381)
• Fixed run-ID generation collisions under high concurrency. (#4383)
• Fixed empty browser-extension config crashing PBS launch. (#4365)
• Fixed wrong screenshots being attached to certain actions. (#4400)
• Fixed nested DB connection management in workflow execution. (#4402, #4411)
• Fixed local variable not defined errors in cached-action execution. (#4376)
• Fixed artifacts endpoint incorrectly including api/ in the path. (#4417)
• Fixed S3 storage class selection for small objects (_get_storage_class_for_org). (#4424)
• Fixed cached actions executing without a brief settling delay. (#4418)