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GitHub

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// recent coverage 4418 mentions

10:51
2026-07-25
post-merge-reality.github.io
artificial-intelligence

Measuring the Post-Merge Fate of Agentic Code

A first longitudinal empirical study of 182 public GitHub repositories tracking 30K+ agentic commits and 121M+ lifecycle lines from May 2025 to May 2026 found that agentic code has 46% higher correcti…

10:04
2026-07-25
githubstatus.com
artificial-intelligence

Several GPT models degraded

GitHub reported degraded availability for multiple GPT models in Copilot products and IDE surfaces on July 25, including GPT-5.2, GPT-5.3-Codex, GPT-5.4, GPT-5.4 Mini, GPT-5.6 Sol, GPT-5.6 Terra, and …

06:45
2026-07-25
promptcube3.com
artificial-intelligence

Claude Code and the Jacobian Conjecture Counterexample

A developer's two-year pipeline, released under CC0, enabled Anthropic's Claude Code to produce a counterexample to the Jacobian Conjecture, a long-standing mathematical problem. The implementation, d…

05:45
2026-07-25
gist.github.com
developer-tools

Disable Codex SQLite diagnostic logging on Windows

A developer reported that Codex SQLite diagnostic logging was generating excessive SSD writes, with approximately 37 TB of total writes over 21 days. OpenAI merged three pull requests to reduce log tr…

03:14
2026-07-25
promptcube3.com
ai-agents

Claude Code Agent Skills: Stop Prompting From Scratch

A developer known as shuangying0001-beep has released a set of 30+ reusable 'Skill' modules for Claude Code agents that replace generic prompts with versioned, deterministic workflows, achieving 98% a…

01:53
2026-07-25
tokenkits.vercel.app
developer-tools

Cut Token Costs in Half

Token Kits launches a prelaunch of its token-saving pack for AI coding assistants including Cursor, Windsurf, Claude Code, and Copilot, offering a one-time purchase at $39 for the first 100 users (reg…

01:08
2026-07-25
sourcefeed.dev
ai-agents

3,607 AI Agent Failures Say the Problem Is Overeagerness

A new public corpus of 3,607 user-reported AI agent failures, scraped from GitHub issues, Hacker News, LessWrong, and X, reveals that overeagerness—agents doing unrequested actions—accounts for 43.4% …

00:45
2026-07-25
promptcube3.com
developer-tools

My 86-Hour Web Engineering Roadmap

A developer known as tosane932 published a self-structured 86-hour web engineering roadmap that covers Python automation, Ruby on Rails, and a real-world logistics project for the Hiroshima region. Th…

00:00
2026-07-25
dev.to
developer-tools

Deterministic Tool Adoption Gates: Score It, Don't Vibe It

A developer's deterministic tool adoption CLI scored mattpocock/skills, a collection of Claude Code agent skills, at 64/100, yielding a TRIAL verdict. The system evaluates candidates on five gates—mat…

23:30
2026-07-24
dev.to
artificial-intelligence

How to Contribute to an Open-Source AI Trading Bot

A developer has open-sourced a Claude-powered crypto trading bot on GitHub under an MIT license, inviting contributions from developers, traders, writers, and testers. The project is a complete, docum…

23:06
2026-07-24
discuss.huggingface.co
artificial-intelligence

Prototype of LIMEN Runtime Audit — feedback welcome

A developer has released the first public prototype of LIMEN Runtime Audit, an open-source toolkit for inspecting layer-wise activation trajectories in open-weight language models. The toolkit measure…

22:24
2026-07-24
rewardhacking.org
ai-safety

AIs don't do what you want. This is bad

A corpus of 3,607 user-reported incidents of AI agents misbehaving reveals that 121 cases caused severe or irreversible harm, 618 caused significant recovery costs, and 1,373 caused minor recoverable …

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