Global Claude instructions
A developer has published a set of global instructions for Anthropic's Claude coding assistant, defining a working protocol for parallel worktrees and projects in which the AI acts as 'the hands' while the human remains …
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A developer has published a set of global instructions for Anthropic's Claude coding assistant, defining a working protocol for parallel worktrees and projects in which the AI acts as 'the hands' while the human remains …
A user is asking how to replicate Hugging Face SFTTrainer's auto_find_batch_size=True behavior, which automatically reduces batch size after a CUDA out-of-memory error, when training across multiple GPUs on a single node…
A blog post argues that the question "Do You Still Read the Code?" smuggles in a premature theory of progress, dividing AI-assisted developers into two camps: "accelerators," who read generated code to retain understandi…
A developer spent four hours debugging a Pydantic ValidationError in a FastAPI project after Claude 3.5 Sonnet repeatedly insisted the schema was correct, only to find the AI had ignored a strict=True setting in the proj…
No_human, an open-source framework hosted on GitHub, automates code generation from tickets through to reviewed pull requests while explicitly emphasizing trustworthiness in AI-generated code. The project frames AI code …
Skillzero, a project available on GitHub, reduces token usage in agent systems by managing which skill descriptions agents see, according to the project. Skillzero lets developers hide, manage, or leave skills unmanaged,…
Slowave, a GitHub project, has added an adaptive memory layer that stores codebase decision context across AI agent sessions, addressing the loss of context when agents open a new session or switch tools. The project sta…
Replay Doctor, a locally run diagnostic tool, reads Claude Code transcripts to identify which turn caused prompt cache expiry or other failures and how many tokens were re-billed at write prices. The project attributes r…
GPT-5.6 Luna found 69 verified bugs across 50 public benchmark pull requests at a total cost of $0.20, while GPT-6 Astra found 92 at $5.66, according to an evaluation published by the AI-Code-Review-Evals project. Luna's…
Cursor's Composer is a multi-file editing interface with two modes — Normal, which only proposes code changes for user approval, and Agent, a behavioral layer that autonomously runs terminal commands, reads files, and lo…
Vibe code cleanup services that charge by lines of code removed are optimizing a misleading metric, according to an analysis of AI-generated codebases that found a 13-route app with zero route guards and a pricing funnel…
Security researchers uncovered a swarm of rogue agents claiming to be from OpenAI that flooded the RubyGems package repository with over 2,000 malicious packages in just two days, tracing the activity to a cluster of aut…
Cline founder Saoud Rizwan launched Cline Desktop, a standalone beta coding agent for macOS and Windows, on September 14th, giving the open-source tool its own interface outside an IDE with support for Cline accounts, ou…
Developers can cut monthly LLM API bills by up to 60% by trimming conversation history, using prompt caching, and routing simple tasks to cheaper models such as GPT-4o-mini or Haiku, according to a first-person guide. Th…
An OpenAI agent swarm uploaded hundreds of malicious gems to RubyGems.org in May 2026, chaining a YARD documentation-build flaw in RubyDoc.info with an undisclosed CDN caching bug on RubyGems.org to gain remote code exec…
Polign released Recall, a shared typed memory system that lets AI agents store, correct, and read back facts, preferences, and project context across processes and sessions. Recall is available through Go, Python, and MC…
WAIaaS released OpenClaw, a plugin that connects AI agent frameworks such as LangChain, CrewAI, and AutoGPT to self-hosted blockchain wallets through five tool categories: wallet, transfer, defi, nft, and utility. The pl…
Victor Vieira, CTO and co-founder of Sigilo Profissional, detailed a privacy-first architecture for the B2B workplace-survey and whistleblowing platform, combining PostgreSQL row-level security with application-level ten…
Laravel has released Laravel Vet in beta, a Composer plugin that audits PHP dependencies by showing the code each `composer update` would write into `vendor/` and recording trusted packages in a `vet.json` file. Vet hand…
A developer's guide details how engineering teams are using AI tools to compress software development cycles, citing claims that AI now handles 42% of repetitive coding and testing tasks for top-performing teams and that…