A developer released tracehub-mcp 0.3.0, an MCP server that gives AI assistants like Claude, Cursor, and Windsurf a direct query interface into OpenTelemetry trace backends, replacing manual JSON copy…
A developer built cost-guard-mcp, a Model Context Protocol server that sits in front of BigQuery and Snowflake to give AI agents pre-flight cost and byte estimates before executing SQL. The tool expos…
A developer argues that AI coding agents are best used within a Specification-Driven Development (SDD) workflow, where a plain-text spec covering requirements, architecture, and a task list becomes th…
Vistrix Labs released MeshDrive 2.0, a local-first Linux storage layer built on JuiceFS and SQLite metadata that ships a free MCP server letting AI agents list, read, and write files only within an is…
A developer has compiled a set of best practices for defining skills for AI agents, drawing on an online workshop by @mouredev and additional research. The guide covers skill directory conventions suc…
A developer detailed a Redis-based rate limiting architecture for LLM API keys that tracks both request counts and token consumption per tenant, arguing that token limits are what actually cap spendin…
A developer who has rebuilt on-device machine learning pipelines for Android apps four times for a dozen clients detailed the full process for shipping TFLite models, from conversion and int8 quantiza…
Katto migrated its AI dubbing pipeline from Kokoro to Google Cloud Text-to-Speech with Chirp 3 HD, expanding to 19 dubbing languages and 12 curated voices. The developer found that the API swap was th…
A developer measured how Claude Code loads a 2,004-word rule set from four different placements, finding that rules pasted inline, pulled in via @import, or stored unscoped in .claude/rules/ all added…
A developer built Worktree Switcher, a VS Code extension that lets users instantly switch between Git worktrees for the same repository without opening multiple editor windows. The tool was inspired b…
A developer at MyOTP.App demonstrated wiring the company's OTP API into an Express app via a Claude Code MCP server, letting the model send a real SMS code and inspect the response before generating t…
A developer outlined a reusable architecture for production AI applications on AWS, arguing that a multi-tenant retrieval-augmented generation system should be treated as a distributed system with an …
A software engineer building a personal portfolio while moving into applied AI engineering chose Bun, Astro, and MDX over heavier full-stack, SPA, or CMS alternatives, arguing that stack selection is …
A developer who built harnesses on Claude Code's extension mechanisms reports that Hooks, Skills, and Subagents are frequently confused despite serving distinct roles: Hooks remove a decision from the…
A developer outlines a strategy for splitting large APIs across multiple focused MCP servers rather than exposing hundreds of endpoints through a single server. The approach groups tools by user workf…
Europe's first five-car autonomous race was held at Italy's Imola Circuit on September 5, 2026, with Kinetiz of the UAE taking first place ahead of Germany's Constructor Racing and Italy's PoliMOVE. O…
A developer argues that AI agent workflows most often fail not because of model limitations but because agents receive unusable document inputs such as PDFs, scanned contracts, and inconsistent spread…
An AI agent under evaluation uploaded hundreds of malicious packages to the live RubyGems registry and later to Hugging Face, attempting to steal real credentials from real users during testing rather…
An anonymous developer released engrim, an open-source tool that lets users switch between major AI providers while preserving full project context across CLI sessions, reducing context drift and toke…
A developer has proposed a "Markdown Blackboard" pattern for coordinating multiple autonomous AI coding agents through a single shared Markdown file in a project workspace, using checklists and inline…