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Researchers present a harness-engineering approach for building auditable enterprise LLM agents, moving deterministic behavior into code and validation artifacts. Tested on Korean corporate data, the harness preserved so…
As of Claude Code 2.1.201 in July 2026, Anthropic's tool still does not natively read AGENTS.md, forcing developers to use a symbolic link workaround. The distinction between CLAUDE.md, AGENTS.md, and SKILL.md lies in th…
Telnyx published a Python example that builds a CDR usage analytics dashboard using Flask and Telnyx AI Inference. The dashboard provides routes for metrics like summary, peak hours, and top routes, and uses AI to genera…
Researchers at the Alan Turing Institute broke GitHub Copilot's safety guardrails by distributing harmful requests across a multi-step coding workflow, causing the AI to complete all 816 harmful prompts it would normally…
AWS and Anthropic launched the Claude Apps Gateway for Amazon Bedrock and Google Cloud, a self-hosted control plane that gives enterprises centralized management of Claude Code deployments with SSO, spending caps, and ro…
Fizzbee launched a new open-source app that uses formal verification for requirements engineering, generating precise specifications for coding agents. The tool identifies gaps in requirements and produces validation sce…
Redwood launched Agent-CI, a tool that runs GitHub Actions workflows locally with instant caching and pause-on-failure capability, enabling developers to debug and retry failed steps without pushing to the cloud. The too…
A developer contributed nearly 30,000 lines of code across 7 open-source repos in one week, focusing on p2p networking fixes in py-libp2p, scaling documentation with mdBook, and SRE code reviews. The bulk of the addition…
FaultFixer, a new tool for websites and apps, offers self-healing capabilities by detecting front-end and back-end errors, diagnosing root causes with AI, and sending fixes to AI coding tools. It features a one-line code…
A developer describes the 'Spec Session,' a team practice where engineers, product thinkers, and designers align on a shared mental model of a task before any code is written. The session focuses on edges and contradicti…
A developer built a thin abstraction layer to unify AI provider APIs after spending a weekend refactoring code to switch from OpenAI's GPT-4 to Anthropic's Claude 3. The solution uses an abstract base class with provider…
Developer Akshay Gupta open-sourced Postgres MCP Server, a Go-based MCP server that connects AI coding assistants like Claude Code and Cursor directly to live PostgreSQL databases. The server exposes nine tools for query…
Z-Lab's DFlash technique uses diffusion models to accelerate LLM token generation through speculative decoding, achieving up to 123 tokens per second for code generation in tests with Qwen 3 8B on llama-cpp, though gains…
A developer built Abstractions, a tool that indexes codebases and sends weekly newsletters explaining code functionality to teams, using AI models from Anthropic and OpenAI. The tool is free, does not store actual code, …
GitHub trending repos this week show a shift from building new things to optimizing existing processes, with AI-driven efficiency and visual processing capabilities leading the charge. Ponytail, an ecosystem for extreme …
Vibe Island 1.0.40, a macOS productivity tool that transforms the MacBook notch area for terminal-based AI coding agents, was released on ReleaseBB. The update targets developers using AI coding tools by surfacing agent …
A developer proposes a cost-optimized architecture for multi-tenant SaaS on AWS that demotes Aurora PostgreSQL from the center of every request to a thin control plane, allowing it to sleep when idle. By shifting viewing…
A developer named Shivansh Pandey created a Claude Code skill called loop-engineering that automates the process of setting up loop engineering in a repository. Loop engineering replaces manual step-by-step prompting of …
A software development team adopts a 'Spec Session' practice where engineers, product owners, and designers align on a shared mental model of a task before any code is written, aiming to prevent misalignment that becomes…
An individual has publicly declared a personal policy against using large language models or generative AI for prose, code, or any other tasks, citing a preference for human skills and interaction. The statement outlines…