A developer built Deal Sloth, an open-source local tool that ingests exported deal-blast texts and emails, uses Gemma 3 4B via Ollama to extract asking price, after-repair value and rehab estimates, t…
A developer reproduced a paper on the zero-cost region of group quotas in diversity selection, computing the largest number of forced seats M* that can be imposed on a k-subset without reducing the ob…
A developer outlined a diagnostic approach for vector search latency that spikes under load while median latency and CPU usage stay flat, recommending teams hold the query and corpus constant and test…
KillSwitch-Bench published a leaderboard scoring 20 model-plus-harness combinations on KillSwitch, an esoteric stack language whose source reads as prose and whose function-call syntax requires emitti…
A developer built Doze, an MIT-licensed open-source tool that uses a local Gemma model once to map ambiguous column headers between payment-processor and bank exports, saves the approved mapping as a …
A data engineer built MorningDrop, an open-source local agent that runs from cron overnight to validate nightly data exports against contracts and uses a local Gemma model (gemma3:4b) only to summariz…
The Nullprint team documented how to connect DeepSeek's dsh agent harness to the Nullprint multi-profile browser over MCP, so a plain-language request can create a browser profile, launch it, open a p…
Simon Willison built Battle Drones, a browser-based real-time strategy game, entirely through coding agents, accumulating 321 commits without writing any code himself. The project relied on Claude Cod…
A developer rebuilt their LLM embedding pipeline after a semantic-drift incident in which the model misattributed an unrelated "Project Chimera" reference to a flagship feature, causing $300,000 in wr…
The Sentinel-IR project released version 0.2.0 of Sentinel-IR-MCP, adding TypeScript and TSX support to its Model Context Protocol server that gives AI coding agents a compact structural summary of a …
A developer built LicenseGuard MCP, an open-source Model Context Protocol server that connects AI coding agents such as Claude Desktop, Cursor, Devin, and Cline to a deterministic license-compliance e…
SafeDep disclosed that LiteLLM 1.107.0, published to PyPI on October 21, was backdoored with a credential stealer and remote-code-execution payload that executed in every Python process on a host, not…
A developer running Preterview, an interview-prep platform, found that 83 Claude-generated reports were silently truncated because the code never checked the API's stop_reason field, which returned "m…
A solo developer built Clipboard Share, a same-network file-sharing web app, and added an opt-in password lock implemented entirely with the browser's Web Crypto API. The scheme derives a 256-bit encr…
A developer's analysis of AI-assisted supplier price extraction argues that human review capacity, not model throughput, is the binding constraint on such pipelines. Using an illustrative workload of …
A developer has proposed a turn-taking acceptance harness for conversational voice agents, arguing that fluent demos and fast median response times are insufficient grounds for authorizing an agent to…
A developer published shirts-agent, an open-source Spring Boot and Spring AI example that shows Java developers how to wire an LLM into a real application using tool calling. The service accepts an it…
A developer built CSV Rescue, an open-source, local-first tool that uses a locally hosted open-weight model via Ollama to profile a CSV and suggest cleaning operations, which users approve before dete…
A developer built an Apify scraper that aggregates event listings from Eventbrite, Meetup and Luma into a single normalized format, working around Eventbrite's 2020 shutdown of its public /v3/events/s…
A developer built slothd, an open-source (MIT) local-first AI file organizer that runs entirely offline, using local Ollama models (Gemma 3 for document understanding, nomic-embed-text for embeddings)…