A developer published a walkthrough for replacing cloud LLM APIs with local small language models for routine tasks like JSON parsing, log analysis, and ticket routing. The guide provides a production…
A developer published a checklist for running pgvector semantic search inside PostgreSQL, aimed at teams whose documents, permissions and metadata already live in the database. The writeup covers vers…
An engineer published a reference architecture for a sovereign, air-gapped AI stack for oil and gas health, safety and environment (HSE) work in Pakistan, sizing self-hosted models including GLM 5.3, …
A developer built Investment Memory, a personal investment decision journal for his father that records the reasoning behind each investment rather than generating buy or sell recommendations. The app…
A developer built CurriculumCraft AI, an open-source tool that automates exam paper formatting and question weightage calculation for high school teachers in India (CBSE Grades 9–12). The project uses…
A developer built a zero-trust faculty recruitment agent and human-in-the-loop triage pipeline that grounds candidate screening in Sanity CMS via live GROQ tool-calling and Google Gemini 2.0 Flash. Th…
A developer proposes representing AI-generated financial models as structured data validated against JSON Schema before rendering them into spreadsheets, arguing that LLM spreadsheet generation is fun…
A developer walkthrough highlights eight underused features of the ElevenLabs voice API, including low-latency voice cloning, granular prosody controls, multilingual code-switching, and client-side vo…
Anthropic's Claude Opus 5.5 generates video by writing animation code — self-contained HTML files built on Canvas, SVG, CSS, GSAP, or Three.js that a headless browser renders frame by frame and ffmpeg…
A developer built pr-proof, an open-source set of three Claude Code skills that validates AI code-review comments against the actual source before acting on them. Run against CodeRabbit's reviews of 5…
A developer built ColdMock, an offline voice-based technical interview simulator that runs Google's Gemma 2 (2B) locally via Ollama with a FastAPI backend and a browser frontend using the Web Speech A…
A developer built "The Silent Killer," an adversarial evaluation harness on the Kaggle Model Proxy that tests whether frontier LLMs can audit ML pipelines for fatal methodological flaws rather than sy…
A developer found that llama-server's sleep mode (--sleep-idle-seconds) has a race condition: requests arriving just before the idle timer fires either hang in the queue or crash the server with SIGSE…
A developer working on WPPilot, a self-hosted WordPress MCP plugin, outlined a layered troubleshooting approach for the common "Couldn't reach the MCP server" error in Claude, arguing the fault usuall…
A forensic study of 33,000 agent-authored pull requests found agents achieve an 83.77% acceptance rate versus 91.01% for humans, but fail in fundamentally different ways: syntactically correct code th…
LeanZero released two new skills in its open-source agent skills pack that teach coding agents to use Atlassian's Jira Automation Rules API, which is now generally available at api.atlassian.com/autom…
A developer has released MetricFlow, an open-source local dashboard that runs via a single npx command and displays New Relic real-user performance metrics alongside Sentry JavaScript errors per page.…
A developer argues that comparing AI model prices by token cost is misleading and proposes measuring "accepted work cost" — total task cost (model tokens, tool fees, retries, and human review) divided…
A developer built Proofdesk, an editorial review queue for AI-assisted drafts that pairs original text with proposed revisions, lists identified claims and their attached source excerpts, and requires…
A developer built Offline SMS Buddy, a local app that uses an open-weight model served through Ollama to explain confusing bank SMS messages and flag potential scams in plain language. The tool runs e…