Artificial intelligence applied to real work: agents, automation, tools and pipelines I use every day to produce more with less friction. No abstract AI talk — I cover Claude Code, Obsidian with semantic search, pipelines that write and publish content, self-correcting agents. What I build, what I break, and what I learn along the way.
A Glassdoor analysis covered by WIRED drops a bombshell: 98% of insurance claims adjusters' comments about AI are negative. Ninety-eight percent. The figure is staggering enough to read as a technology failure. It isn't. AI implementation in companies fails when the tool arrives before the why, and that 98% says more about those who impose […]
Claudex Loop cross-checks code with Claude Code and Codex. Honest review: when it earns its keep and when it’s overkill. Read before you install.
Simon Willison has published the most thorough technical breakdown of ChatGPT Work to date, and what he describes goes well beyond a souped-up chatbot: an operating system inside a chat interface that runs code, browses the web, deploys sites to production, and schedules tasks. Impressive? Absolutely. The real question is how many people will actually […]
ChatGPT Work Review: Features, Limits and Real Risks Leer más »
The Ramp AI Index just dropped August 2026 real enterprise AI spending data, and the pattern is unmistakable: the most powerful model in each family is not the one driving the most revenue in enterprise. Fable 5, Anthropic's flagship, accounts for just 8% of spending within its own family. Opus 4.8, theoretically the lesser model, […]
Why Enterprises Choose Cheaper AI Over Frontier Models Leer más »
OpenAI just launched an admin plugin for ChatGPT Work and Codex that turns team management, permissions, and credits into a conversation inside the chat. Sounds like pure convenience. And it is. But underneath there's an enterprise lock-in play worth five minutes of your time. TL;DR: The no-nonsense summary Conversational plugin: lets workspace admins manage members, […]
OpenAI has just unveiled Jalapeño, its first in-house AI inference chip, and the early results throw down the gauntlet to Nvidia. An ASIC that promises up to 3.6x lower latency than Blackwell systems and nearly twice the performance per watt. The figures come from an independent benchmark. The chip is fast, the numbers make that […]
OpenAI's Jalapeño Chip Outperforms Nvidia Blackwell Leer más »
A 284-billion-parameter model that activates only 13 billion per pass and charges pennies per million tokens. DeepSeek V4 Flash is the Chinese LLM forcing you to rethink what you're paying for inference in your production pipelines. And it's not just a cheap model. It's a cheap model that actually works. TL;DR: The No-Fluff Summary MoE […]
DeepSeek V4 Flash: Cheapest LLM That Actually Works Leer más »
A terminal agent tackling interface design sounds like a punchline. With Claude Code /design, you describe the interface you want and it generates production-ready code. I've been putting it through its paces on real projects for weeks and I have a formed opinion. It's more serious than it looks. TL;DR: The No-Fluff Summary Claude Code […]
An Instagram post with 74 comments makes it sound simple: cancel your $200/month Claude subscription, install a repo, and swap Opus 5 for DeepSeek V4 Flash in 3 minutes. The promise reeks of pure clickbait, but the tool underneath it deserves five real minutes of your time. TL;DR: The No-Fluff Summary Codex-router: an open-source proxy […]
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