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A developer filed a critical bug against their own MCP server tool, safari-mcp, after discovering that the tool's promise of never touching a tab it didn't open had been broken. Upon reading the code, the developer reali…
A developer published a practical guide to building RAG-powered knowledge bots with Laravel and pgvector, demonstrating how to integrate custom data into LLMs to improve chatbot accuracy. Google and industry partners ann…
AWS has shipped a self-hosted control plane called the Claude apps gateway for AWS that gives organizations a single point of control over access, cost, and policy for Claude Code and Claude Desktop. The gateway routes i…
Coinbase reports that 95% to 100% of its code is now AI-assisted, up from 40% in February 2026, according to the crypto exchange. The company says its current AI deployment is equivalent to the output of approximately 1,…
A scan of 21.6 million lines of AI-generated code across 424 public projects found one security issue every 62 lines, with 14% of projects shipping a leaked secret or hardcoded credential, according to a July 2026 report…
ColaUntangle, a new framework using large language models (LLMs) to untangle software commits, achieved 44% improvement on 1,612 C# tangled commits and 82% on 14,000 Java tangled commits in tests. The framework employs a…
Anthropic's Claude Code v2.1.139 (May 2026) introduces the /goal command, which lets users set a completion condition so the AI autonomously runs multiple turns until an independent evaluator confirms the goal is met, el…
A developer describes using git worktrees to run parallel Claude Code agents without file conflicts. Each agent gets its own worktree and branch, isolating file changes and preventing mid-run overwrites. The approach def…
A newsletter post explains how to use loops in Claude Code, describing them as recursive goals where an orchestrator agent iterates until a purpose is met, potentially spinning off subagents for parallel task execution. …
A developer hardening an MCP database tool for Claude Code describes seven layers of enforcement to replace declarative safety rules, including database-level read-only roles, statement timeouts, row caps, and scoped vie…
Sheaf, a new functional language for differentiable computation, brings Clojure's code-as-data paradigm to machine learning by representing models as inspectable, composable, and compiled data structures. The language el…
Jules Storer, creator of the JUCE audio framework, released Juggler, an open-source GUI coding agent that provides a visual workbench for inspecting and controlling LLM interactions with a codebase. The tool features a t…
A wave of GitHub issues reveals that Anthropic's Claude Code agent is misreporting its internal state, including hallucinating user messages, ignoring configured models, and reassuring users while running runaway scripts…
A developer built a $0 local AI automation stack combining agentic coding and market data analysis using Aider, Ollama, OpenBB, and MCP servers. The stack runs entirely on free and local infrastructure, with local-first …
MenteDB, a Rust-based persistent memory database for AI systems, launches to solve context window limitations by enabling single-pass transformer models to store, retrieve, and reason over knowledge across sessions. The …
Eva is an open-source platform that manages coding agents inside cloud development environments connected to GitHub repositories, allowing users to run tasks like fixing tests or building features in isolated sandboxes. …
A developer on Windows 11 reported a ~2× frame rate regression in Claude Code between versions 2.1.159 and 2.1.207, with median frame time dropping from 62 ms to 99–109 ms. The issue, documented in GitHub issue #76745, i…
A developer describes how installing five Claude Code plugins transformed the AI assistant from a forgetful tool into a system that functions like an engineering team, eliminating the need to re-explain architecture in e…
Databricks CTO Matei Zaharia's team built an internal benchmark on their own polyglot codebase to evaluate coding agents, finding that multiple models are now competitive at the top tier, including open-source GLM-5.2, a…
Researchers introduced Decomposer, a framework that converts symbolic MIDI music into editable Strudel programs using synthetic data and reinforcement learning. The system outperforms closed-source large language models …