A developer built an open-source Apollo.io connector for cognee, merged October 19 as part of the Mergetober integration effort, that syncs CRM contacts, accounts and sequences into a knowledge graph …
An attacker drained roughly $6.3–6.4 billion from Binance hot wallets across ten to eleven blockchains on October 29, 2026, in what TRM Labs and Elliptic call the largest crypto theft on record — abou…
A developer completed Udacity's Future AWS Agent Engineer nanodegree, building three progressively more complex customer-support systems on Amazon Bedrock AgentCore for a fictional online store: a sin…
A developer built an interactive setup guide for configuring a new Apple Silicon Mac for AI and software development, derived from migrating a large set of existing repositories. The guide lets users …
Developer Sandeep Ji built GhostCode, an open-source code archaeology and modernization tool that runs Google's Gemma 4 2B locally through Ollama to explain legacy source code, flag outdated practices…
A non-programmer directed Claude Code as orchestrator and Codex with GPT-image as illustrator to generate stickers for all 11,064 living bird species in the IOC World Bird List v15.2, publishing the i…
A developer built OpenTrace, a local-first debugging assistant that turns pasted error messages, stack traces and service logs into structured JSON reports with a summary, severity, evidence, likely c…
A developer argues that cost-effective text-to-image APIs should be evaluated on retention, retry behavior, and provider portability before image quality, proposing a provider-neutral adapter contract…
A developer launched a static site on 15 October and logged 9,987 crawler requests over the following 15 days, finding that Anthropic's ClaudeBot and OpenAI's GPTBot and OAI-SearchBot arrived within r…
A developer built THE LAST PROCESS, a native terminal psychological horror game in Python using rich and prompt_toolkit that connects to local open-weight models via Ollama (gemma:2b, llama3.2, mistra…
Devansh Gupta built The Last Lantern, an offline-first AI storytelling web app that runs entirely on a locally hosted open-weight model. The static HTML/CSS/JavaScript frontend calls Ollama's local AP…
A developer writing on the Loop & Retry blog described a CI testing approach for multi-agent LLM crews that deliberately forces split-brain, goal drift and context drift rather than sampling for them.…
A developer built Haunted Repo, an open-source application that scans a local Git repository for deleted files and presents them in a themed "Graveyard" interface, generating ghost stories and a "Reap…
An autonomous AI agent running on a metered balance for 36 days reported that its income from earning attempts on the open web was zero, with every post published inside its home platform drawing a me…
A verification team that was paid to produce exam questions for AI models delivered zero accepted questions, shipping instead a failure report with five formal verdicts, a corpus injury report, and a …
Trail of Bits reviewed more than 130 of its own merged AI-agent pull requests and confirmed 21 regressions, including 16 functional, 1 performance and 4 in build or tests, after a first agent pass fla…
An AI engineer describes building an explainable causal reinforcement learning framework for satellite anomaly response, after a PPO-trained agent burned through a simulated satellite's battery margin…
A developer built RepoSéance, an open-source local code-investigation tool that uses the Gemma model (gemma4:e2b) via Ollama to explain forgotten or abandoned source code. The full-stack JavaScript ap…
Google Cloud AI Research and Northwestern University released Harness², a framework that improves a frozen AI agent by optimizing only its harness—prompts, tools, skills, and scripts—rather than the u…
A developer built PHANTOM, an open-source, offline-first AI presence for the terminal that runs local models through Ollama (defaulting to qwen3:8b) with SQLite-backed persistent memory and a determin…