Startup Ops
The Cheapest Way to Run an AI Product Is to Not Pay for It
Three products now let the user's own Claude plan pay for inference. Anthropic's terms permit one shape of that and ban another, and you cannot tell which.
Sep 17, 2026
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Claude Code
4 posts
AI & Automation
The Agent Said "Done." It Wasn't.
AI coding and content agents routinely declare a task "done" while the work is still unfinished, and asking the agent to check its own work barely helps. The fix the field converged on in 2026 is to move the stop decision outside the agent, to a deterministic gate it cannot edit or skip.
Jun 25, 2026
AI & Automation
STORM Without Retrieval Is Just Five Hallucinations in a Trench Coat
A viral thread promises Stanford's STORM research method in four prompts with no setup. It quietly deletes the one thing that makes STORM research instead of confident guessing — retrieval. Here's why grounding is the whole point, and how we keep it.
Jun 19, 2026
Engineering
Your Next Coworker Codes at 3 AM (AI Agents, 2026)
Cursor, Claude Code, and OpenAI Codex are battling to become the default AI coding agent. Here's what each tool actually does differently and how to pick the right one.
Mar 2, 2026