I pay for three Codex subscriptions at $200 each, and for the past week they have mostly bought me waiting. Since I switched from GPT-5.5 to GPT-5.6, I am either watching tasks spin without ever…

Give me a few hundred million dollars and a year and a half, and I will build you a pretty good LLM. Not a frontier model, but close. A few years ago that sentence would have been absurd.

TIME is now serving two different versions of its website. Humans get the magazine. AI crawlers get a stripped down markdown copy with ads baked in that no person will ever see. I fetched one…

GPT-5.6 Sol xhigh now uses more than twice as many tokens per session as GPT-5.5 xhigh in my Codex workflow. For Codex users, tokens per session means the total token count divided by the number of…

LLMs use Markdown tables all the time. A few months ago, Codex CLI displayed them as ordinary wrapped text. In a narrow terminal, the pipes and dashes were hard to read. Codex CLI now has responsive…

Google Lighthouse and Cloudflare are adding different controls for the same emerging class of automated web visitors. Lighthouse added an experimental Agentic Browsing category. Before Lighthouse…

Google’s Gemini 3.6 Flash and Gemini 3.5 Flash-Lite ignore , , and , according to Google’s current migration guide. Existing Gemini requests could send those sampling parameters…

I tried to make AI writing sound more human with , an API setting that changes how likely a model is to select specific tokens. I built a blacklist from words that appeared unusually often in AI…

A research agent can leak a private document without uploading it. It can read a detail, turn it into a web search, and send that detail to the search provider. That can happen during an ordinary…

On July 22, 2026, Qualys disclosed CVE-2026-64600, a race condition in XFS, a Linux filesystem. The flaw is in XFS’s copy-on-write path, where the filesystem writes shared data into a new block…

Google’s [Managed Agents](https://ai.google.dev/gemini-api/docs/agents), now in Public Preview, can give a Gemini agent a Google-hosted Linux sandbox. Google documents the default Antigravity agent…

On [July 20, 2026, OpenAI described](https://openai.com/index/safety-alignment-long-horizon-models/) an incident in which an unnamed internal model found many stuck `find` processes and every shell…

On July 20, 2026, OpenAI [described an internal incident](https://openai.com/index/safety-alignment-long-horizon-models/) involving an unnamed model for long-running tasks. It saw that other systems…

A research agent can leak a private document without uploading it. It can read a detail, turn it into a web search, and send that detail to the search provider. That can happen during an ordinary…

Google’s [Managed Agents](https://ai.google.dev/gemini-api/docs/agents), now in Public Preview, can give a Gemini agent a Google-hosted Linux sandbox. Google documents the default Antigravity agent…

On [July 20, 2026, OpenAI described](https://openai.com/index/safety-alignment-long-horizon-models/) an incident in which an unnamed internal model found many stuck `find` processes and every shell…

On July 20, 2026, OpenAI [described an internal incident](https://openai.com/index/safety-alignment-long-horizon-models/) involving an unnamed model for long-running tasks. It saw that other systems…

I’ve built a lot of software, both my own side projects and client work as a freelancer. AI tools have made me much faster. Before AI, I spent much more time writing each feature and working through…

Incident response is the work of reconstructing and containing a breach after it happens. Hosted AI models can act as an elastic analysis layer when an investigation produces more evidence than…

SSH access is often wider than a security policy intends. Tailscale SSH manages authentication and authorization for connections over a private Tailscale network. Its identity-based rules can…