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Originally published at twarx.com - read the full interactive version there. Last Updated: October 14, 2025 Every creator using Opus Clip in 2025 is operating a toy when they could be running a factor

Originally published at twarx.com - read the full interactive version there. Last Updated: June 26, 2026 Most teams shipping with the Google Interactions API and rival agent stacks are solving the wro

GitHub added an enterprise setting this week that looks like the kind of thing most developers will never read about unless it breaks their editor. Enterprise managed settings now support strictKnownM

CommitBrief renders a code review as cards, JSON schema v1, or a CI exit code — which means the LLM has to hand back structured findings, not prose. Every provider can do that. The catch is that no tw

A private OpenAI-style vLLM server can now run on HF Jobs with one command, GPU billing only while the job runs. One command can stand up a private, OpenAI-compatible vLLM endpoint on Hugging Face Job

The cybersecurity industry faces a staggering 4.8 million unfilled roles globally. The ISC2 workforce study paints a grim picture: organizations can’t hire enough analysts, and those they have are dro

5-min read · Curated daily by an AI Systems Architect Focus: Model Release Race · AI Coding Competition · Biosecurity Governance Polymarket is now pricing GPT-5.6 at 83% probability of release before

I spent three iterations on an auto-fix pipeline that still doesn't work reliably. Here's what I learned. Wrote a background script. Pull tickets from Azure DevOps, run them through a local model, han

TL;DR — When the spec is good, implementation needs less model. I started using a top-tier model to write the spec and a cheaper, faster one to implement it — still using the strong model, just spendi

nokaze is a small studio run by humans and AI together. The unusual part: we build the tools we use, and we use them ourselves every day. This is a note about the one we worked on today, written as it