Notes from the trenches on AI engineering, LLM apps, and the full-stack work that holds it all together.
Conversion rate optimization for clinics, contractors, and agencies is not ecommerce checkout math. Fix book CTAs, proof, speed, form friction, and AI chat assist on a Next.js lead site so more of your existing traffic becomes a booked call.
Josh D'Amaro wants Disney+ to stop acting like a digital cable box and compete on recommendations. The IP is stacked. The algorithm is not.
EU regulators plan to classify OpenAI's ChatGPT and Roblox as very large online platforms under the DSA. New compliance obligations hit products with very different risk profiles.
HarnessX treats agent scaffolding as composable processors and uses the AEGIS engine to search better combinations. Qwen 3.5 9B on GAIA went from 33% to 47% with zero weight changes. Here is how to run the evolver recipe.
LinkedIn rolled out AI slop reporting, new classifiers, and private dashboard flags. Platforms are finally admitting inauthentic content is a retention problem.
Satya Nadella confirmed a unified Copilot app for consumers and businesses in 2026. Chat, Cowork, Code, and Autopilots in one shell. The platform war moved again.
AlphaSignal flagged an OpenAI Codex run that finished a nine-hour coding task after exhausting its usage limit, using banked resets and active-turn continuation. Here is how to plan autonomous agent sessions without losing momentum.
GPT-Red is an internal automated red-teaming model trained with self-play RL. It hit 84% attack success versus 13% for human testers, discovered fake chain-of-thought injections, and helped cut GPT-5.6 Sol failures on the hardest benchmark by 6x.