A developer built Model Context Protocol (MCP) servers for Vinkius, including a paint-coverage-calculator that provides deterministic construction logic to LLMs like Claude and Cursor. The tool uses s…
The U.S. Department of Energy named first-phase awards under its Genesis Mission, with Fermi National Accelerator Laboratory leading an AI/ML project on resonance control of superconducting radio-freq…
Product consultancy thoughtbot published a field report on July 24, 2026, arguing that while AI has drastically reduced the cost of shipping prototypes, it has not reduced the cost of deciding what to…
LectuLibre, an AI book translation service, built a robust two-tier language identification system to solve the problem of misidentified source languages in uploaded books. The team combined fastText,…
A developer at a company migrating two enterprise applications from on-premises SQL Server to Azure chose Azure SQL Managed Instance over Azure SQL Database after evaluating migration paths, compatibi…
An append-only audit log built by a developer caught two accounting bugs in splitrail, a 216-star Rust usage tracker for agentic CLIs. The log revealed that Claude Code rewrites session files in place…
A developer warns that MCP (Model Context Protocol) tools can be silently mutated after user approval, enabling attacks like tool poisoning and prompt injection via tool output. The vulnerability, tra…
A developer created WhatBroke, an open-source tool that diffs agent behavior before and after swapping to a new model, catching silent failures like dropped tool calls or drifted arguments. The tool r…
A developer built Weft, an autonomous milestone verifier that uses three AI agents to release or refund staked ETH based on project deliverables. The system, which relies on Python, 0G Chain smart con…
RingBot, an Agent-as-a-Service platform, handles 70+ languages in real-time voice calls by being model-agnostic, routing calls to the best model (e.g., GPT Realtime, Gemini Live, Grok Voice) for each …
A developer created a desktop pet called Catbot, which is voice-activated and uses an Obsidian vault for memory. After being dissatisfied with the initial AI-generated robotic leg, the developer drew …
A developer shares that building in public, despite the fear, is a powerful strategy for startups. The vulnerability of sharing failures and real numbers builds trust and connections more than polishe…
A developer built AMA-teras, a desktop AI agent that now supports the SKILL.md open standard for agent skills, allowing it to consume skills from a community ecosystem of over 1,000 entries. The agent…
A developer built vexyo, a CI-native testing harness for MCP servers that performs conformance and regression testing. Vexyo connects to servers like an AI client, runs 16 rules across initialization,…
A developer built a 3-way orchestration system between ChatGPT, Claude, and a local LLM to maintain coding momentum despite token limits. The system, called agent-orchestra, uses Git worktrees to run …
A developer argues that many AI agent memory needs are better served by simple key-value stores than vector databases, distinguishing between 'named memory' (specific facts) and 'semantic memory' (fuz…
A developer argues that AI agents should be given read-only access to spreadsheets by default, citing risks of data corruption and prompt injection. The developer built PasteSheet, a tool that publish…
A survey by The New Stack finds that the four major public clouds—AWS, Google Cloud, Microsoft Azure, and Cloudflare—each offer a managed agent sandbox service built on different isolation primitives,…
Anthropic released Claude Opus 5, priced at half the cost of Fable 5 while outperforming it on most benchmarks, including a perfect 42/42 on IMO 2026. However, the model's 193-page system card reveals…
A developer built an autonomous AI health agent using AutoGen, LangGraph, and Node-RED that monitors HealthKit data and proactively adjusts meal plans. The system deploys three agents—a Health Monitor…