Blake Aber of Predicate Ventures argues that AI incidents in law firms, such as the Sullivan & Cromwell hallucination case, stem from infrastructure failures rather than policy gaps. He advocates for …
Blake Aber of Predicate Ventures identifies a failure mode in AI programs at private equity portfolio companies called the 'ownership dyad,' where shared accountability between product managers and en…
SoloEngine v0.3.0 introduces a checkpoint mechanism with three streaming checkpoints and a MessageQueue class for async message handling. The release also upgrades ModelManager to AutoComplete, refact…
Qwen's new image model, Qwen-Image-2.0-RL, achieves improved benchmark scores through reinforcement learning, but the key insight lies in the training methodology. The team found that using classifier…
A developer built Agently, a legal AI platform on Aurora DSQL and Vercel, to automate the full lifecycle of legal matters. The platform features an AI agent grounded in real South African law via Laws…
Apple is paying Google approximately $1 billion annually to use a custom Gemini model for Siri's planning and summarization features, according to Bloomberg's Mark Gurman. The partnership, confirmed i…
Blake Aber of Predicate Ventures argues that production AI success depends 90% on the 'harness'—observability, evals, rollback, and silent-failure detection—and only 10% on the model itself. He warns …
An engineer discovered that MCP server schemas consumed 42,000 tokens on a single server, causing a 37% token bill increase. After instrumenting a production agent, they found that schema overhead acc…
A developer replaced Claude with a local Ollama model for generating git commit messages after hitting Claude's usage limit, which resulted in a commit message reading 'You've hit your session limit'.…
A developer built LIME, a cryptographic identity layer for AI agents that provides signed JWT passports (RS256) verifiable by any website in under 10ms via a JWKS endpoint. The system uses Proof-of-Wo…
A developer working on a locked-down enterprise Windows machine built a Python bridge using pywin32 to let Claude Code read and draft Outlook emails without MCP servers or Azure app registration. The …
FamNest engineer discovered that AI agents fail to call APIs correctly when documentation is written for humans, not machines. The coach agent in FamNest's agent graph repeatedly constructed malformed…
AI is transforming software development by automating repetitive tasks like code generation, debugging, and documentation, but it is not replacing developers. Developers remain essential for understan…
Chinese humanoid startups AI²Robotics and X Square Robot both surpassed 20 billion RMB in valuation on the same day, with AI²Robotics raising nearly 5 billion RMB and X Square Robot completing four ro…
A second-year computer science student built RepoLens, an AI tool that reads GitHub repositories, screens candidates based on their commit history, and operates as a coding agent inside VS Code. The p…
A second-year computer science student at the University of Debrecen built RepoLens, an AI system that scans GitHub repositories for developer onboarding, screens technical candidates by analyzing com…
A developer built ClassifierAI, a Chrome extension that uses TensorFlow.js to detect AI-generated articles and images on Dev.to. The model was trained on 866 images using Google's Teachable Machine. T…
A developer tested Qwen-AgentWorld-35B-A3B, a 35-billion-parameter model designed for agentic reasoning, and found it excels in state tracking and tool-use reliability. The model demonstrated discipli…
SEO Score API has released an official Model Context Protocol (MCP) server that gives AI tools like Claude Desktop, Claude Code, Cursor, and Windsurf direct access to nine SEO tools, including audit, …
A developer introduces a human loop for navigating fast-moving technical work: Learn, Apply, Position, Adapt. The loop is designed to keep judgment, output, identity, and feedback connected in an era …