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Anthropic detailed the containment architectures it uses for Claude across web, developer, and desktop products, arguing that agent safety depends on deterministic limits on filesystem, network, and execution environment…
A single attack payload hijacked Claude Code and OpenAI's Codex unchanged, according to an exploit brief published July 9 by Boyan Milanov and Heidy Khlaaf at the AI Now Institute. The 'Friendly Fire' exploit, which the …
A developer who runs over 10 AI coding agents in parallel found that the bottleneck is not the AI but human attention and context switching. The engineer spreads agents across multiple machines but struggles to track wha…
A developer built OtterKit, a tunnel and webhook toolbox that turns the mechanical debugging loop for webhooks into automatable commands. The tool generates correctly-signed synthetic events locally, enabling test-driven…
A developer created a setup to run two Claude Code subscriptions on one machine by using separate config directories and symlinks, allowing seamless switching between accounts while sharing skills, MCP servers, and setti…
A developer built an MCP wrapper to expose Eclipse JDT Language Server to Claude Code, enabling AST-aware Java refactoring. The bridge gives the AI agent direct access to Java compiler APIs for precise semantic searches …
A developer built tearsheet, an MIT-licensed MCP server that provides local, keyless web scraping for Claude Code. The tool avoids API keys, quotas, and telemetry by running entirely on the user's machine, and is designe…
A developer built a crew of four AI agents—Logic Reviewer, Style Reviewer, Performance Reviewer, and a Moderator—to simulate real team code review, then used SigNoz and OpenTelemetry to trace and debug the multi-agent sy…
Hivemind, a self-hosted MCP server for coding agents, provides a stale-proof shared memory store that prevents agents from acting on outdated or unverified information. The system uses an absolute-relevance abstention ga…
A developer outlines 8 production TypeScript and Model Context Protocol (MCP) patterns for 2026, including monadic Result types, type-safe MCP handlers, and resilient LLM circuit breakers, to eliminate spaghetti async co…
Retok, a zero-dependency Python CLI tool that analyzes token efficiency and cost from Claude Code and OpenAI Codex CLI usage logs, is now available as an open-source project on GitHub. The tool scans transcripts to measu…
Syntra, an open-source terminal-first control plane for multi-model coding, is now in early public beta. The tool routes planning, execution, and review tasks to separate AI models, storing durable typed state files inst…
AMD released an update to its Radeon Developer Tool Suite (RDTS) featuring Radeon GPU Profiler (RGP) 2.7, which now displays DirectX 12 HLSL shader source code alongside GPU instructions. The update also adds an Average …
A developer compared Playwright MCP and Playwright CLI for use with Claude Code, finding that CLI uses approximately 26,000–27,000 tokens per multi-step UI test versus MCP's 114,000 tokens, a difference of nearly 90,000 …
Emergent, an AI-powered coding platform founded in June 2025, has raised $130 million in Series C funding at a $1.5 billion post-money valuation, led by Creaegis with participation from Claypond Capital, Sentinel Global,…
AgentLens, a new open-source benchmark for interactive code agents, evaluates not just task completion but also instruction-following, verification, and error recovery by blending formal verification with LLM-written tra…
Google launched Cloud Run sandboxes into public preview at WeAreDevelopers World Congress, enabling Cloud Run services to execute untrusted AI-generated code inside isolated gVisor-based environments with credential isol…
A developer concluded a series on building a complete Claude Code environment by revealing the design principles that connect its parts: memory, skills, autonomy, monitoring, guardrails, and self-healing form a single lo…
A developer built Claude Supervisor, an open-source tool that automatically pauses and resumes Claude Code when usage limits are hit, allowing long-running agentic tasks to complete unattended. The tool respects all rate…
A developer built the Session Discipline Kit to prevent AI coding agents from confidently making incorrect changes to codebases without verification. The kit enforces a rule that blocks edits to any file the agent hasn't…