A developer outlined an architecture for a production WhatsApp AI chatbot that combines Meta webhook verification, immediate acknowledgment of incoming message payloads to avoid retries, AI knowledge …
An engineer argues that AI call automation should be treated as an execution-control problem rather than a conversation-design one, proposing a call execution ledger: an append-only record binding pur…
A developer built Klipkit, a local-first clip finder for freelance short-form editors that runs entirely on a laptop using Whisper for transcription and an open-weight LLM to judge candidate moments. …
A developer built Woolly, an open-source client-freelancer budget board in which a client sets a project budget, allocates it across cycles, and remains the sole approver of submitted work, with the s…
A developer built a deterministic OpenAPI diff tool that generates structured changelogs by walking and comparing two specs, avoiding LLM-written release notes that hallucinated breaking changes. Afte…
Adam DiStefano built the ACR Control Plane, a reference implementation that governs AI agent actions through four outcomes: ALLOW, DENY, MODIFY, and ESCALATE. In a recorded run using synthetic custome…
A developer built CreatorDesk, a self-hosted, MIT-licensed open-source tool that tracks which version of a commission a client approved and why. Artists upload work-in-progress images, send clients a …
A developer outlines a stock-decision ledger design for AI-assisted inventory replenishment, in which each proposed purchase order records its demand window, usable stock, committed demand, lead-time …
Giang Pham, the maker of the browser-based piano app Pianory, built an explicit interruption model for Web Audio playback: when a page becomes hidden, the shared AudioContext is suspended, the sampled…
Patrick Robinson, an industrial electrician and automation tech, built Gleipnir, a home-lab sandbox that confines AI coding agents like Anthropic's Claude Code and OpenAI's Codex on a Linux workstatio…
A developer built GitView CodeAudit, a local security-review tool for Go backends that pairs 18 deterministic static-analysis rules with an open-weight Gemma model running on Ollama to explain finding…
A developer built HirePilot AI, an open-source, MIT-licensed career copilot that runs entirely on-device using Google's Gemma 3 4B model via Ollama. The tool turns a resume and job description into a …
A developer built Trip Workbench, a React and TypeScript demo that uses Gemini to turn a free-text travel brief into proposed form fields, treating each AI response as a proposal tied to a specific dr…
A developer outlined a Python-based pipeline that combines Google Cloud Translate, the ElevenLabs text-to-speech and voice-cloning API, FFmpeg, and GitHub Actions to automatically produce multilingual…
A developer built agent-bridge, an open-source tool that sends a Discord DM when a coding agent like Claude Code or Codex is blocked waiting on input, then types the reply from the phone directly into…
A developer built Pocket Oracle, an open-weight, bilingual tarot-reading PWA that pairs a 78-card Rider–Waite deck with AI-generated structured interpretations and optional ElevenLabs narration, and d…
A developer outlines a "Proactive by Construction" architecture for AI agents that continuously monitor state, forecast needs, and act before users ask, rather than waiting for each message. The desig…
A developer behind the voice interview practice app Preterview found that faster-whisper's large-v3 model hallucinated text in 9.2% of 2,000 answer clips, inserting phrases like "Thanks for watching" …
A developer behind the Garden church platform case study argues that AI-assisted replacement systems need a formal cutover rehearsal, not just a passing demo, because old and new tools can both work w…
A developer built webTimesFM, a browser-based demo that runs Google Research's open TimesFM time-series foundation model entirely client-side, using ONNX-converted weights of the 200M-parameter TimesF…