Google has released Gemma 2, the next generation of its open models, featuring a 27B parameter version that offers performance competitive with models more than twice its size while being efficient en…
A developer scanned 2,204 recently merged AI-agent-authored PRs on public GitHub repos and found that zero declared a machine-readable scope for the change. The scan also revealed that 7.0% of complet…
AssemblyAI's Universal-3.5 Pro Realtime streaming speech-to-text model achieves a 6.99% pooled word error rate on Pipecat's open STT benchmark, outperforming competitors like Deepgram Flux (15.58%), E…
A developer at AssemblyAI argues that healthcare AI teams face a strategic choice between buying finished ambient clinical documentation products like Nuance DAX Copilot or Abridge and building their …
Space Project Sim, an open-source Rust project on GitHub, launches a fully autonomous space economy simulation built with the Bevy engine. Ships, colonies, and markets run without human input, driven …
Anthropic's Model Context Protocol (MCP) enables Claude Code to interact with external systems like GitHub, Slack, and Linear. A 2026 guide details configuring MCP servers via `~/.claude/settings.json…
Anthropic's Claude Code, an AI coding agent, can be configured for team use by setting up shared conventions, tooling, and guardrails. Key steps include creating a CLAUDE.md file at the repository roo…
A developer argues that AI agents should not be allowed to freely choose their own state view, because reading data changes the agent's knowledge and can introduce prompt injection risks. The develope…
LiteLLM's gateway stores state in PostgreSQL, including virtual-key records, teams, budgets, and spend data. A developer explains that restoring the gateway requires the database, configuration, and d…
A developer shipped a beta version of an Angular view builder after 2.5 years of nights-and-weekends work. The tool lets users drag components onto a canvas with live JSON updates, rendering real Angu…
A developer built a CLI tool to avoid mistyping ImageMagick flags. The open-source project, written in JavaScript, aims to simplify image processing commands.…
A WebDigitize engineer found four bugs in the AI website builder after a customer reported a collapsed hero section. The bugs spanned the editor, CSS layout system, AI onboarding pipeline, and databas…
A researcher found that xAI's Grok Build CLI, version 0.2.93, uploaded entire repository contents—including full commit history—to a cloud bucket regardless of user privacy settings. In a test, the ag…
A developer built HairstylesPro, a tool that lets users preview over 600 real hairstyles on their own photos, after struggling to find a satisfying solution for choosing a new haircut. The site aims t…
Paul Graham proposed a test for AI-generated text based on a mismatch between diction and the significance of the idea, rather than surface-level statistical patterns. A developer found that their own…
A Go developer building a production LLM agent in a regulated field warns that the most important security rule is that the server, not the model, must determine the user's identity. The developer sho…
A developer fuzzing Hugging Face's smolagents framework discovered a bug where the sandboxed Python interpreter rejected valid Python code, such as dict merges with `**`, and returned misleading error…
A developer compares LangGraph, CrewAI, Microsoft Agent Framework, and n8n for building AI agents, recommending LangGraph for fine-grained control over agent state and retries, CrewAI for modeling spe…
A developer tracking his own token logs found that Claude Code's effective cost per unit of work has increased roughly 5x, with visible Opus input/output tokens dropping to 1,442,423 from over 8 milli…
A developer explains that production AI agents require five distinct pieces—trigger, retrieval, reasoning, tool call, and checkpoint—rather than a single magic node. The post warns against common pitf…