Jev: Keep the Power. Cut the Overhead.
Jev turns natural language into choices, scores and probabilities. A practical guide to the model, the harness, the demos—and what it could change for my three-agent setup.
Grok Bot Is a Computer That Stays On
Named teammates on a persistent cloud computer. SuperGrok Heavy includes it. How it works, what it costs, and what to hire it for.
DeepSeek, GLM, and OpenCode
OpenCode is an open-source coding agent. DeepSeek and GLM supply models; subscriptions start at $10–$18/month with usage allowances, separate from any billed overflow.
GPT Image 2.5: Pin Sunburst
Two GPT Image 2.5 models, same token rates. Flare is the volume default. Sunburst is the precision one. Pin that when the picture is the product.
Claude Mods
Anthropic's proposed TypeScript middleware for Claude Code: how the continuation model works, the proposed API in full, worked examples, and the open questions on availability and cost.
Pace the Frontier. Name the Speed Limit.
A model can get promoted without receiving a single new weight — just a token, a runtime, and permission to spawn workers. Amodei is right that time is worth buying.
Brain Rot Is the Default Setting
AI assistance can reduce practice when it replaces the thinking a task requires. Research points to task-specific risks and ways to preserve unaided skills.
Know the Code, Write the Spec
ETH Zurich had 100 students build apps by prompt alone. Computer science knowledge predicted results best, writing skill added its own share, and frequent LLM users scored lower.
Handling AI Usage Limits and Clean Handovers
Detect provider usage limits, save verified task state, preserve stop markers and hand over cleanly without confusing account limits with model quality.
I Love Trios 😈
Three coding assistants, one desk. Same notes, same rules, same review path — and still no bake-off.
Grok Joins the Party
I added Grok Build alongside Claude Code and Codex: Grok 4.6, maximum reasoning, automatic approvals, and fixes that make the setup work.
Graph Engineering: Evidence In, Guesswork Out
How I gave my AI assistants a map of current instructions and clearer rules for when tasks can proceed — with the results explained in plain English.