March 2026 (2026-03) monthly summary for browser-use/browser-use. Delivered a cohesive set of features, reliability fixes, and UX improvements that increase safety, traceability, and business-value from automated browsing sessions. Implemented a Product Hunt launch banner in the UI to boost campaign visibility and engagement, and hardened data grounding rules to reduce hallucinations by anchoring outputs to verbatim data. Fixed critical reliability issues in multi-page extraction and navigation, including deduplication of extracted items, detecting empty DOM after navigation and retrying, URL-scheme recomputation after refresh, and cross-origin iframe handling to prevent navigation errors. Stabilized tooling and configuration to improve build/test stability, including pinning litellm, updating pyproject.toml, and expanding test infra with temp_path usage. Enhanced agent UX and traceability with clearer scrolling prompts, slightly lenient prompts for better user experience, and adding the current date to judge logic, plus updated system prompt documentation. Overall impact: increased end-to-end reliability, reduced risk of incorrect extractions or false success signals, and clearer auditability for compliance and performance reviews.

February 2026 monthly summary for browser-use/browser-use focused on delivering business value through a mix of feature work, reliability improvements, and code quality gains. The month included significant release readiness work, schema-driven data extraction enhancements, agent orchestration improvements, and resilience improvements across the browser automation stack.

January 2026 (Month: 2026-01) delivered reliability and capability enhancements in the browser-use/browser-use repo with a focus on configurability, model evolution, pricing, and documentation. Key features delivered include ax-name fallback for history rerun; environment-based configurability of the event bus timeout; browser use model enhancements (support for browser use 2-0 and a minimal Gemini 3 flash model); default thinking updated to 0 for Gemini-3 models with an updated thinking budget; and Bu-2-0 pricing rollout with docs and example updates.

December 2025 — Delivered a focused set of reliability and capability enhancements for browser-use/browser-use. Key features include rerun and AI enhancements with AI step integration and improved error logging, fallback LLM support, Gemini model previews, environment-based extension control, and external skillservice with full skill discovery. Also added OpenAI responses model support and improved retry with exponential backoff. Stability fixes covered max_step handling, shadow DOM, MIME types, backend_node_id counting, Azure OpenAI chat integration, and max index edge case. These efforts strengthen automation reliability, model versatility, and integration coverage, reducing time-to-resolution and enabling broader external service usage.

November 2025 focused on stabilizing and expanding automation across two repos (browser-use/workflow-use and browser-use/browser-use) with a strong emphasis on release hygiene, reliability, and observability. Delivered a suite of features that improve workflow reliability, configurability, and automation intelligence, accompanied by targeted fixes to reduce flakiness and improve test coverage. The work laid a solid foundation for faster, more predictable releases and richer insights into automation runs.

October 2025: Delivered cloud-powered workflow execution, autonomous workflow generation, and onboarding incentives across two browser-use repositories, while simplifying maintenance by removing cloud sync and cleaning up dependencies. Focused on business value: faster time-to-value for customers, easier onboarding for new users, and reduced operational risk through reliability improvements. The work demonstrates strong cloud services integration, AI-assisted workflow automation, and user-growth enablement with clear measurable impact.

Summary for 2025-09 (browser-use/browser-use): Focused on stabilizing release pipelines, hardening cloud integration, and improving security and docs. Key features delivered: - CLI and MCP Build Recovery: Restored executable builds for CLI and MCP, enabling reliable releases. (commit c1f152a2f91c1b8f88a013ac72b0b2f7dfecfc4c) - MCP Server JSON-RPC stability and HTTP mode removal: Fixed JSON-RPC corruption and removed HTTP mode for a cleaner RPC surface. (commit 12a0c76a328af06d034d4115d331653e935064ab) - Allowed Domains Enhancements: Auto-add www to allowed domains and make domain checks case-insensitive. (commits ea0c79fe725cac0b42f7a84b5f1a248878e0ce1f, 22ce300702c4b2d8de18b0a86e8f3888405111e0) - Cloud usage flag and environment handling: Introduced use_cloud feature flag, renamed cloud_browser to use_cloud, default false, exposed live_url, and removed legacy env setter for safer cloud config. (commits f208e9ecee1b5fa2c872499d98461bd167ae39b9, 0a13273fc20fde12aa752f5a70fd8faf9b93693f, 4659f60c29dcb4c07a38bef3c3aac0bfeafd4a99, 303be1175897fa4a7882f89c5fc812b4ad672afd) - Cloud usage docs and examples: Updated docs and examples for cloud usage, including remote browser docs and a cloud search API example. (commits 348ca0554eca132ab637441492d001edc221fc80, 77bf459bb5554667fc5f248ca548814e51ae51c6, ed81113b75b18ed23ecf6d1a78b4a220d6b91ae4) Major bugs fixed: - CLI Authentication Flow Fixes: Fixed CLI auth sync issue and auth event creation. (commits 0c62293010b4c5d5a301482754228e09b478e53d, 4a41caaa9d48cf6dfa780d564cd0d44e81541d67) - Session Management Tool Placement: Fixed tool placement for session management. (commit 43359143fc8a4181b1a835662e4a03812a8417f8) - Hackathon Deadline Update: Updated hackathon deadline. (commit 6d5fe8568af92c985068cd5984e60f0b6e2330d3) - CDP Newline Handling: Added new line handling for CDP. (commit af07b8f4cbe67c4ccf54c3b2a70cd5c1d0381e54) - Pricing and MCP Docs Updates: Updated pricing on old docs; MCP docs updated. (commits 1a40312b513e41d958ccbdbb879d7998e7303595, 612defdab05bae86acf45def3efe6403f4e0e9a9) - Suppress Cloud Sync URLs: Suppressed cloud sync URLs when BROWSER_USE_CLOUD_SYNC is false. (commit 1d21e72d4ac784f48b1896dc2272c379ccbcefdb) - Remove Sensitive Data from Logs: Removed sensitive data from agent history and logging. (commit 126d800df4c42af798a513bd6399b6912b3a8316) - Cloud.py Update: Updated browser_use/browser/cloud.py. (commit 7e409e269fce4ef34fdd3103b9f8171338cac35a) - Lint issues fixed from cubic updates: Fixed lint issues introduced by cubic updates. (commit 52ed7e276d75a8c154ea4d613e75af3b2ba36942) Overall impact and accomplishments: - Restored reliability in builds and authentication flows, reduced configuration errors, improved security and observability, and clarified cloud usage with a dedicated feature flag. Documentation and examples were expanded to accelerate onboarding and adoption. Technologies/skills demonstrated: - Build tooling and release workflows; CLI/MCP architecture; JSON-RPC; domain handling and URL normalization; feature flagging and cloud config management; security hygiene in logging; lint remediation and documentation practices.

August 2025 accomplishments across browser-use/browser-use include: delivering an end-to-end Browser Use Cloud API workflow with n8n usage examples; improving language UX with English default and streamlined prompts; hardening prompt security via sensitive-data placeholders and URL validation; shipping CLI and Playwright tooling with robust error handling and examples; updating API/docs and adding safe UI highlighting controls; fixing search cubic calculation errors and JSON error handling; and launching a stale-bot to automate issue/PR hygiene. These efforts reduce onboarding time, strengthen security, improve developer experience, and enable more reliable automation.

Concise monthly summary for 2025-07 focusing on business value and technical achievements in the browser-use/browser-use repository. Delivered a mix of automation features, security enhancements, deployment improvements, and code/documentation quality gains.

June 2025 performance summary highlighting key features delivered, major fixes, and the resulting impact across the two core repositories: browser-use/browser-use and browser-use/workflow-use. The month focused on API cleanup, semantic-driven automation, and data-driven workflow execution to drive scalability and reliability in automated browser workflows.