A developer built Taskuary, an open-source, local-first work assistant that embeds a conversational interface directly into a real application object rather than treating chat as a separate panel. The…
A developer reports building an agent-maintained codebase wiki that generated a 95-page, roughly 134,000-word documentation set with 67 Mermaid diagrams for one project, updating automatically on ever…
A developer built CyberMira, an AI-powered cybersecurity assistant that retrieves structured security knowledge from a Sanity Knowledge Base via Sanity Context MCP before passing it to Gemini to gener…
A developer built an image analyzer that chains Google Cloud Vision API with a FastAPI service hosted on Cloud Run to automatically label, tag, and moderate user-uploaded images. The serverless archit…
A developer at LogicLoop described a production hybrid-search RAG pipeline that runs BM25 keyword retrieval in Elasticsearch alongside dense vector retrieval in pgvector and fuses normalized scores, r…
A developer with over a year of production AI agent experience published a FastAPI and OpenAI SDK implementation pattern covering the core request loop, function-calling tool use, and Redis-backed sta…
LectuLibre, an AI-powered book translation platform, replaced slow SQL ILIKE queries with PostgreSQL full-text search to handle multilingual search across more than 10,000 books in 5 languages. The te…
The MicroLLM Lab experiment from State of Utopia demonstrates seven tiny language models (25M–360M parameters) loaded, benchmarked, and chatted with entirely in the browser using WebGPU, with Q4 quant…
A developer has built a portfolio of AI agent and RAG applications, including a Deep Research Agent that runs multi-stage research workflows with FastAPI, LangGraph, Tavily and ChromaDB, and an Autono…
A developer outlined a vendor-neutral approach to e-commerce error tracking for React storefronts backed by FastAPI or Node.js, arguing that a compact, allowlisted exception envelope is sufficient whe…
A GPU infrastructure company's five-year engineering retrospective traces its evolution from a naive ECS architecture to Knative on Kubernetes, concluding that cold start was the core problem it fough…
A developer detailed an architecture for scaling AI audio transcription backends by decoupling FastAPI's web layer from GPU inference using Celery and Redis. The writeup shows that running synchronous…
A developer built OnCall Memory, an incident-response website that pairs a FastAPI backend with Groq's language models and the Hindsight persistent-memory layer to give AI diagnoses access to an organ…
A developer built RecallixAI, a full-stack meeting intelligence system that captures Google Meet closed captions via a Chrome extension and turns transcripts into structured commitments, decisions, an…
A developer built ContractMind AI, a contract-analysis system that adds a dedicated long-term memory layer using Hindsight so the agent can retain, recall and reflect on information from previous inte…
A developer built WARROOM X, an incident-intelligence agent that uses Hindsight's persistent agent memory to store resolved incidents, root causes, resolutions and lessons, then recalls relevant histo…
A developer built RecallMeet, an AI relationship-memory agent that retains meeting context in the Hindsight memory layer and recalls it to prepare for future client interactions. The system, built wit…
A developer built SupportMind AI, a demo B2B support agent that pairs a Next.js/React/TypeScript frontend and Python/FastAPI backend with Groq for LLM generation and Hindsight Cloud for persistent per…
A developer built MemoryOps, an AI incident response agent that pairs an LLM with the Hindsight memory layer so it can recall similar past incidents and retain new resolutions for future investigation…
A developer built Deal Intelligence Agent, a FastAPI service that uses Hindsight Cloud as a persistent memory engine and Groq's openai/gpt-oss-120b to generate per-deal sales briefings and cross-deal …