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OpenCalc is an open-source project that faithfully recreates the Windows 95 calculator with 100% new code, fixing original calculation bugs and adding history, undo/redo, with native Linux support.

GitHub restructures its Bug Bounty Program, shifting focus from fixing vulnerabilities to improving researcher collaboration experience. Explore the key changes and industry implications.

How Boundary built a self-healing AI Agent loop that automatically writes BAML code, discovers bugs, and generates fix PRs — a practical software factory with deduplication, human-in-the-loop leverage points, and extensible multi-loop design.
How Fixing Three Bugs Made Qwen3.5-122…
A developer fixed three critical bugs to make Qwen3.5-122B run reliably as a daily driver on Mac Studio. Explore memory management, inference stability, and quantization precision.

Microsoft's optional update KB5095093 fixes a Windows 11 bug where the CapabilityAccessManager.db-wal SQLite WAL file bloats to several GBs due to a failed checkpoint mechanism.

A practical guide to Claude Code for test development: auto-generating test code, Plan mode for spec-driven development, Playwright MCP automation, and deep GitHub integration.

Vercel v0 launches Browser Use: AI can now autonomously open apps, simulate user actions, evaluate designs, and proactively fix bugs — a key leap from code generator to full-stack dev partner.
Product ReviewsA developer used OpenAI Codex to debug a recurring browser extension error. Codex read the source code, identified a Chrome sleep mechanism flaw, and auto-generated a bug report that led to an open-source fix.
TutorialsComplete guide to Oz agent orchestration: AI agents auto-update Udemy coupon pages for $1K+/month passive income and auto-fix GitHub bugs via triggers, environments, and skills.
Industry InsightsUsing Anthropic's Claude Mythos Preview, Firefox fixed more security bugs in April 2025 than the previous 15 months. Explore how AI code auditing is revolutionizing browser and open-source security.
Tech FrontiersAnthropic confirms Claude Opus 4 encountered numerous bugs on launch day affecting many early users. The team completed fixes in under 24 hours and publicly apologized.
Product Reviews7 AI models independently fix real bugs from a 350K-star project. GLM 5.1 scores 89.3 to overtake Claude Sonnet 4.6's 87.2, dominating in test coverage. Chinese open-source AI coding matches Sonnet baseline.
Product ReviewsTesting Knox AI's AST+semantic analysis context system vs. traditional RAG through a real Rust bug fix — 900 lines of code resolved in one interaction for under $1.
Product ReviewsReal-world testing shows OpenAI Codex free accounts get only ~20 calls per week. A text-to-video black screen bug fix case reveals Codex's superior capability vs other AI coding tools.
TutorialsDatasette creator Simon Willison debugged an OpenStreetMap display issue, uncovering CAPTCHA and Referrer-Policy conflicts, then built a plugin fix using GPT-5.5 and Codex.
Tech FrontiersSimon Willison's open-source CLI tool LLM releases v0.32a1, fixing a data integrity issue when restoring tool-calling sessions from SQLite. Learn about the fix, core features, and how to update.
Tech FrontiersSimon Willison releases LLM CLI tool v0.32a1, fixing a critical bug where tool-calling conversations failed to restore from SQLite. Details on the fix and installation.
Tech FrontiersSimon Willison releases LLM CLI tool v0.32a1, fixing a critical bug where tool-calling conversations failed to reload from SQLite. Details on the fix and upgrade.
Tech FrontiersSimon Willison releases LLM CLI tool v0.32a1, fixing a critical bug where tool-calling conversations couldn't be properly restored from SQLite database.
Tech FrontiersSimon Willison releases LLM CLI tool 0.32a1 preview, fixing a critical bug where tool-calling conversations failed to restore from SQLite. Learn about the update and installation.