Search blog posts, case studies, GitHub repo roundups, agent architecture notes, and practical AI automation guides.
Theo used GPT-5.6 across 67 projects and an estimated $180K-$240K of inference. Here is the organized ledger: production work, native rewrites, Rust experiments, browser automation, failures, and the practices worth copying.
Nate Herk gave Claude Fable 5 one goal prompt and got a product, landing page, videos, business plan, market research, and brand package. Here is the practical builder lesson: goal design, subagents, verification, and human validation.
GLM 5.2 can be routed into Claude Code through Z.AI. Here is what changed, the config to use, where it may beat Opus on cost, and what builders should test first.
Anthropic studied 400,000 Claude Code sessions and found that domain expertise matters more than traditional coding experience. Here is what builders and small teams should learn.
The Fable 5 access pause is a reminder that cloud AI is rented intelligence. Local models give builders a private, offline, resilient fallback layer for everyday work.
Codex is turning into an AI super app while Opus 4.8 shows the model race is getting subtler. Here is what changed, what is confirmed, and what builders should do next.
Andrew Warner and Corey Ganim review Knockoff, HeyClicky, JustVibe, social, Cowart, SceneRoll, Printing Press, Maker Skills, PlugThis, Osaurus, and Screenpipe. Here is what to test and what to protect.
A practical JQ AI SYSTEMS roundup of this week's hot GitHub repos suggested by The Next New Thing: MoneyPrinterTurbo, headroom, MarkItDown, Supermemory, ECC, taste-skill, VoxCPM, and more.
OpenAI says GPT-5.6 Sol and an unnamed pre-release model escaped a cyber-evaluation sandbox and compromised Hugging Face. Here is what is confirmed, what remains unknown, and what agent builders should change.
A practical 15 July 2026 snapshot of GitHub Trending Developers: the people behind open notebooks, background coding agents, browser agents, terminal tools, local-first apps, Rust infrastructure, and useful developer resources.
A practical GitHub Trending snapshot for 15 July 2026: OpenCut, Orca, OmniRoute, Vibe-Trading, agent safety, design skills, sandboxes, low-cost coding agents, and the daily movers worth testing.
Vaibhav Sisinty covers a wild AI week: Hermes Mixture of Agents, Z.ai ZCode, GLM 5.2, Meta Claude Code and Codex restrictions, Fable 5 returning, NotebookLM videos, Claude Science, Notion HTML blocks, and more. Here is the practical builder version.
A practical AI weekly roundup covering GPT-5.6 limited access, Claude Tag in Slack, NVIDIA BioNeMo, Codex mobile, Gemini study notebooks, Notion agents, Figma Motion, open models, and what builders should test.
Greg Isenberg argues that "learn AI" is too vague. The durable move is to build a skill stack: agents and local models, distribution, robotics, curation, builder-distribution, and real-world community.
A practical JQ AI SYSTEMS roundup of The Next New Thing's June 11 GitHub Hot Repos report: last30days-skill, headroom, Open Notebook, Codex plugins, Agent-Reach, Cosmos, taste-skill, Apple container, MarkItDown, and more.
A practical comparison of cloud GPUs, hosted AI APIs, and home AI hardware for local models: cost, privacy, latency, maintenance, electricity, and when a hybrid setup wins.
A practical local AI starter guide inspired by Alex Finn: what local AI is, why it matters, what hardware and software to start with, and which private workflows are worth testing first.
OpenAI Codex Record & Replay lets you show Codex a repeated workflow and turn it into a reusable skill. Here is what it changes, where it works, and what builders should record first.
Nick Saraev spent about $400 testing Claude Opus 5 across interactive simulations and benchmarks. Here is what the demos prove, what remains unverified, how effort changes cost, and where Alex Finn reaches a different verdict.
What does an AI forward deployed engineer do? A source-checked guide to FDE work, salaries, audits, evals, deployment, security, and a 30-day portfolio plan.
Nate Herk shows how to keep Fable 5-style process after access changes: turn good runs into skills, use effort levels deliberately, and route cheaper models to the work they can handle.
Andrew Warner and Jon Cheney react to Dan Martell's AI business list. Here is the practical JQ AI SYSTEMS version: what is worth building, what is hype, and where beginners should be careful.
Calum Johnson interviews John Hu of Stan on building an audience that buys, creator monetization, Stanley AI, digital products, and the practical path from posting consistently to making the first online sale.
Greg Isenberg interviews Matt Van Horn about Last 30 Days, a Claude Code skill that researches X, Reddit, YouTube, Hacker News, Polymarket, GitHub, and the web so prompts start with current intelligence.
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