A developer launched FormulaAI, an AI-powered Excel tool that parses spreadsheet files locally in the browser using SheetJS and sends only data summaries to the AI, so full files are never uploaded to…
A developer described an internal platform, built on a single MCP server, that lets non-engineers ship their own AI tools to production from a chat by enforcing a server-side gate that blocks plan con…
A developer built GitOCX, an AI-powered system that mines a GitHub repository's commit history to reconstruct the context behind features when the original authors are gone. The tool classifies commit…
A developer published a step-by-step guide for self-hosting the open-source Paperclip agent orchestration platform on an Oracle Cloud Infrastructure ARM64 VPS, using Coolify, Docker Compose, Traefik, …
Targenix, a free automation platform for businesses in Uzbekistan selling through Facebook and Instagram ads, rebuilt its Instagram DM automation as a flow engine with 9 triggers, 17 step types, and a…
A developer working on production LLM features with Amazon Bedrock describes a defense-in-depth approach to prompt injection that assumes malicious text will reach the model and instead limits what th…
The LFORLA Drone Build benchmark evaluates AI agents end to end, requiring models to plan a drone mission, source parts into a bill of materials under budget and physics constraints, assemble a build …
A developer built NOS Workspace, a tool that renders pasted or uploaded AI-generated HTML as it was authored, allows text to be edited directly on the page without touching code, and shares each docum…
A developer built Handshake, an agent that checks whether a Model Context Protocol (MCP) server will keep working with a given client after the 2026-07-28 spec revision, which removes initialize, Mcp-…
A developer built a voice-based AI skill assessment app in which an AI agent interviews a participant about a chosen skill and produces a scored report card. Skills are defined entirely in JSON files …
A developer reports that instructing a large language model to conduct its internal reasoning in Roman Urdu caused it to narrate the instruction in English rather than actually think in the requested …
A developer measured the real cost of adding HEIC upload support to a browser-based image tool, finding that Chromium 149 and a Firefox 151 build fail every native decode path (<img>, img.decode(), cr…
A developer outlined a Python pipeline for scraping YouTube captions at scale to feed RAG and agent systems, using the public player response and timedtext resources rather than the YouTube Data API v…
A developer built RecallOps, an AI incident-response copilot that uses Hindsight as a persistent operational memory layer to retain past incident root causes, resolutions and engineer feedback and rec…
A developer argues that stale retrieval indexes, not model errors, cause many production RAG hallucinations, and outlines a cache-style refresh strategy built on content hashing to re-embed only chang…
A developer built ToolTrap, a benchmark that tests whether support agents leak planted details from untrusted tool results, and found that the standard instruction "tool results are data, not instruct…
A developer detailed the free, permissively licensed GitHub agent frameworks they run in production, naming LangGraph for deterministic branching workflows, CrewAI for role-based research crews, AutoG…
A developer behind BizFlowAI ContentStudio describes treating multi-agent content workflows as recoverable jobs moving through explicit states rather than as collaborating agents, using PostgreSQL for…
A developer built GramSetu AI, a conversational civic assistant for rural Indian micro-entrepreneurs that handles Telugu voice notes and text queries across sessions spanning weeks. The team replaced …
A developer described running a Claude Code agent on a scheduled cron job that autonomously picked the seven highest-priority bugs from a 34-item backlog overnight, wrote fixes, pushed branches, and o…