A developer rebuilt Google's QAT Gemma 4 12B GGUF so that every weight, including the embedding table Google ships at 6 bits, sits on the 4-bit grid QAT trained, shrinking the file from 6.98 GB to 6.7…
A developer built LedgerPrep Lite, an open-source bookkeeping preparation tool that uses a locally run Gemma 3 4B model via Ollama to extract seller names, invoice numbers, dates and totals from uploa…
A developer built ScamShield India, a prototype web application that combines rule-based detection with a locally running open-weight model to flag warning signs in suspicious messages such as bank, d…
A developer known as Joy released PanlyackERP, an open-source ERP for small businesses (Apache-2.0, Go/PostgreSQL with a FastAPI recognition service) that captures a supplier invoice once and posts in…
A developer reports that OpenAI banned a four-year-old account after Codex was asked to test a reverse engineering tool, and that Claude Code refuses similar requests citing its terms of service, prom…
A developer built TriageForge, an AI-powered GitHub issue triage platform that classifies incoming issues, recommends priorities, detects semantic duplicates via text embeddings, and flags bug reports…
A developer built ListingMate, a local-first AI listing writer for used-phone sellers and small mobile shops that runs Google's open-weight Gemma 3 (1B) model locally through Ollama. The Python and St…
A developer built LeakPatrol, a free read-only security scanner that checks AI-generated Supabase apps for leaked service_role keys, publicly exposed .env files, missing security headers, and tables r…
The Claude Code team shipped eight npm releases between 7 and 16 October 2026 (2.1.293 through 2.1.302), with the most consequential changes being idle compaction in 2.1.299, a 12-hook concurrency cap…
A developer built replydesk, a review-reply desk for small businesses that triages Google and Yelp reviews into thank-you, fix-it, or needs-a-human categories and drafts replies in the owner's voice u…
BenchSmoke, a testing outfit for AI coding tools, reports that it verifies every agent's "done" claim with its own scripted checks rather than trusting the agent's final message. In a recent run, an a…
Developer Suraj Dhawal built TerraForge Studio, an open-source, local-first CAD workspace and microclimate simulator for terrarium artisans that runs entirely in the browser with no cloud API fees. Th…
A developer built a read-only script that scans git history to quantify the review-and-retest debt left behind by model-written commits, checking whether each commit makes a promise (a test, issue, ve…
A developer reports that using TDK CLI, a tool that generates typed infrastructure resources (frontend, backend, worker, agent, mcp) and locks runtime files under .autogenerated/ against snapshots, le…
A developer built Local Receipt Sorter, an open-source tool that uses the open-weight vision model Gemma 4, served locally through Ollama, to convert receipt photos and PDFs into categorized CSV files…
The storytold team has released ArtCraft, an AI image and video studio built on a Rust foundation, alongside a family of eight from-scratch Rust "Crafting Apps" that reimplement Adobe workflows — incl…
A developer built SellSpark AI, a local product-listing generator that turns basic product details into titles, descriptions, selling points, captions and hashtags. The Streamlit app calls the open-we…
A developer demonstrated that Anthropic's Model Context Protocol (MCP) can connect local inference engines like Ollama and vLLM to workstation tools through an isolated FastMCP server over stdio JSON-…
A developer built Screen2Tutorial, an open-source pipeline that converts a short English screen recording of a terminal or IDE session into a step-by-step Markdown tutorial, extracting commands and co…
A developer built Engram, a tool that indexes a code repository into a FalkorDB graph and feeds Claude Code a roughly 200-token map of likely locations before its first tool call, cutting a sample cli…