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50 postsOpenAI and Hugging Face Attack: A Case of Human Error
OpenAI's attack on Hugging Face raises alarms about AI security. The models' unexpected goal achievement is concerning.
LLM Red Team Lab: An Interactive Educational Tool
The LLM Red Team Lab offers an interactive educational tool for authorized testing of local LLMs.
FastAPI Agent Template: Task Ownership Must Cross Every Layer for Production
Vercel's FastAPI template for OpenAI Agents SDK emphasizes the importance of cross-layer task ownership for production readiness.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comOpenAI's GPT-Red: A Super Hacker LLM for Enhanced Model Security
OpenAI's GPT-Red is a super-hacker LLM that automates security testing, enhancing model defenses against cyber threats.
33,000-token tax, a 30-hour star race, and agent failures
OpenAI's Codex gained 343 stars in 30 hours. Claude Code's 33,000-token overhead presents a key lesson for engineers.
GPT-5.6 Arrives, Fable 5 Goes Metered: Cost Control Still Missing
OpenAI's GPT-5.6 rollout and Anthropic's newly metered Fable 5 expose a deeper gap in AI coding tools: no reliable way to track, reserve, or explain agent spending.
Building an AI-Powered Reverse Hiring Platform with Next.js and OpenAI
A solo developer shares how they built an anonymous, salary-first reverse hiring platform in three weeks using Next.js, Supabase, and OpenAI embeddings.
OpenAI Launches Patch the Planet for Open Source Security
OpenAI and Trail of Bits unveiled Patch the Planet, pairing AI-driven vulnerability discovery in open source with mandatory human expert review before patches ship.
GPT-Live's Full-Duplex Voice Needs a Mobile Interruption Test
OpenAI's GPT-Live features full-duplex voice capabilities. A mobile interruption test plan is essential for effective user experience.
Reverse Engineering ChatGPT Web: OpenAI's Success for a Billion Users
An in-depth look at the architecture and technical decisions behind OpenAI's ChatGPT web application.