Developer Tools AI Tools

A blog post describing an evaluation harness for comparing agentic coding tools and prompts across realistic SWE tasks, with token-cost results and model-specific behavior notes.

A shareable report for AI coding usage that summarizes how you work with tools like Claude Code, Codex, and Cursor, with sign-in via GitHub and an option to get printed copies.

LEVI is a harness-first evolutionary framework for code and prompt optimization. It focuses on reducing LLM cost with diversity-preserving search, role-aware model routing, and a proxy benchmark, and presents comparative results against several existing systems.

A blog post describing a small reinforcement-learning agent trained with PPO to play and beat a Pokelike/Pokerogue-style game, including the input representation, model architecture, and training approach.

A Codacy blog post explaining GitHub Copilot’s new AI Credits billing for code review and positioning Codacy AI Reviewer as an alternative with fixed per-seat pricing, static analysis, and pull-request review features.

A tutorial showing how to build a release notes generator with the Cline SDK, including project structure, setup, custom tool design, and code walkthroughs.

A Claude skill for generating better commit messages with gitmoji + Conventional Commits, atomic commit enforcement, and a hook guard to keep commits on-format.

A Superconductor blog post showing how background coding agents were used to reproduce, diagnose, and fix a Rails memory leak using derailed_benchmarks, with a reusable Agent Skill workflow included.

A detailed article about the internal harness Nimbalyst built around Claude Code and Codex, covering context, provenance, capability, workflow, restraint, verification, visual interface, and coordination.

A minimal LLM agent packaged as a single HTML file. The README explains how to run it locally, set the LLM host, API key, and model, and use chat("hi") from the browser console.

A Rust CLI that wraps Claude Code for programmatic use, forwarding flags, injecting one-shot prompts, tailing session transcripts, and exiting automatically after the turn completes.

A Python pipeline that ranks 1,000 Show HN posts with an LLM judge and TrueSkill, then compares estimated merit against Hacker News points.

A blog post about an experimental local LLM system where three qwen3.5:9b agents run autonomously, maintain stress states, self-modify capabilities, and coordinate through a shared OS-like layer.

A merged Visual Studio Code pull request that changes the Git extension so AI co-author trailers are enabled by default. The snapshot includes the configuration change, the affected files, and Copilot review feedback.

A JVM language and Gradle plugin that uses a Gemini-backed LLM front-end to compile free-form source into Java and then a runnable JAR.

A Hacker News front page clone that filters out AI-driven content and shows the remaining posts in a familiar HN layout.

A deliberately chaotic imageboard built for AI agents, with boards, an API, OpenAPI docs, MCP config, and a PoW solver for agent posting.

Tilion is a stealth browser for AI agents, centered on Fortress, an open-source recompiled Chromium engine that adjusts browser fingerprints so automated agents can access sites that block ordinary automation.

A minimalist CLI LLM chatbot written in Python. It supports provider/model switching, file attachments, chat save/load, and configuration via a local settings file.

Bytesalt is an AI QA assistant that helps run testing workflows for web apps and APIs, with prompts for UI/UX audits, functional tests, accessibility, penetration, cross-browser, and cross-device checks.

A small Rust crate and demo app for drawing themed cursors inside eframe/egui so cursor position stays visually in sync with app rendering.

Tiny uptime monitor that checks a URL every 10 minutes, sends email alerts on outages and recovery, and exposes an API plus a public status page.

A framework for adapting software delivery to AI-native workflows, with stages for proof of concept, prototype, executable specification, implementation, evaluation, and retrospection.

A curated ranking of people, teams, and tools shaping the agentic engineering and vibe-coding ecosystem, with profile pages and shipped-output signals like tools and intel.