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A tutorial on building a first Model Context Protocol (MCP) server walks through creating a minimal Python server named "http-status" using the official mcp package's FastMCP interface, exposing one tool, lookup_http_sta…
A developer building automation with Claude Code has documented four traps in MCP health checking that broke overnight batches, including failures from rate limits and service outages. The engineer solved the problem by …
Snyk analyzed nearly 10,000 developer environments and found that 43% run multiple AI coding tools, 50.8% have at least one MCP server installed, and 1 in 7 of those had security findings. The research highlights that ag…
Organizations misdiagnose stalled AI adoption as a skills gap, when the real bottleneck is a description gap—domain experts who understand processes precisely cannot convert that understanding into working software witho…
Author's self-proclaimed lack of technical skill and their reliance on AI to overcome basic coding challenges. After struggling to generate useful ideas for custom AI agents, they decided to build an AI that could crack …
A new evaluation of 26 prompt conditions for coding agents implementing Zstd in Rust found that simple instructions to use specific testing techniques or libraries did not improve implementation correctness, with the aut…
A developer used AI coding agents, including Codex powered by GPT-5.4, to rewrite SmallTool, a personal production application maintained for six years, and reported that AI saved significant time and enabled complex new…
China's open-weight AI models Kimi K3 and Qwen 3.8 are closing the gap with frontier American labs, threatening to undercut the business case for billion-dollar closed models, according to guests on TWiT episode 1093. Th…
Salesforce released a tutorial demonstrating an end-to-end workflow for its CodeGen model, covering loading from Hugging Face, generating Python functions from natural-language prompts, and adding validation steps includ…
In episode 25 of God Mode Podcast, hosts Rik and Ben graded their past AI predictions, noting a developer generated $50,000 in AI coding value from just $800 in subscriptions. SpaceX stock fell 35% from its IPO as Rik pr…
Incorrect medical bills cost Americans an estimated $88 billion annually in bad debt, according to research cited by the Medical Billing Advocates of America, with up to 80% of medical bills containing at least one error…
ReplySlip, an open-source asynchronous task inbox for AI agents, launched with a free hosted plan at replyslip.com that includes 10 agents and 1,000 tasks per month. Each task can carry a JSON Schema, and ReplySlip rejec…
The ai-mode package brings AI-assisted coding, chat, completion, refactoring, and bug fixing directly into Emacs, with multi-backend support for OpenAI, Anthropic, Hugging Face, and Google Generative AI. The package is i…
Anthropic has begun watermarking text output from Claude, embedding imperceptible watermarks in text and attaching C2PA metadata to files, with models launched on or after 2 August 2026 supporting marking at launch world…
A new benchmark evaluating seven AI systems on their ability to detect functional bugs in live APIs found that KushoAI detected 76% of complex planted bugs, compared to 53% for the strongest coding-agent workflow and 34%…
Oxide engineer Cliff L. Biffle released iddqd, a Rust library for maps where keys are borrowed from values, to solve correctness issues in Oxide's Omicron control plane software. The library uses unsafe Rust code to main…
Otōto released version 2026.21.1 beta, updating its plugin runtime Wasmtime to 48.0.6 to address twelve advisories dated 14 October (RUSTSEC-2026-0352 to 0364), including one rated high for a plugin filesystem escape tha…
Microsoft engineer Stephen Toub opened nine pull requests from his phone at 35,000 feet on January 6, 2026, and seven merged, illustrating how coding agents let one person saturate a team's review capacity. A Firecrawl g…
LogRocket's September 2026 AI dev tool power rankings place Anthropic's Claude Fable 5.1 at #1 among 21 models with 1762 Elo on the WebDev Arena, 73 points above Fable 5, while Claude Code took the top spot among 13 deve…
AI coding agents make software cheaper to build but also cheaper to attack, creating a 'patch paradox' where each security fix increases the system's attack surface, potentially raising unknown risks. The cycle of findin…