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This is article 5 in a series about building PlannerCritic, an open-source engine where one LLM...


My copilot persists the source cards it cites — which documents backed each answer, scores, names,.....


MCP servers describe their own tools. A tool can publish readOnlyHint: true, and an agent harness ma...


We finally opened Cloudflare's AI Crawl Control last week, mostly out of curiosity about which AI...


I opened Ubuntu's App Center, scrolled through ~90 installed packages, and asked the obvious...


An agent that changes something runs in the order decide, act, report. Verification, where there is....


I sat down to work on Rev6 and couldn't load the site. Not a slow load, not an SSL warning — nothing...


I gave two AI models the same 200 pieces of code, the same prompt, the same question. One of them...


I thought I was careful. I use a password manager. I have 2FA on everything. I do not post my...


Every AI email product shipped in the last two years has the same architecture, and it is the wrong....


A GitHub Actions expression is not a variable. It is pasted into your shell as text before bash ever...


Part 5 of the Building the AI Memory Stack series The previous articles introduced the Reasoning...


Ever logged into an app, closed the tab, come back, and you're still logged in — no password needed?...


Your API has no idea what is calling it. A request arriving at POST /api/redeem looks identical...


The OpenAI Responses API user migration is easy to misread as a one-field rename. It is actually a.....


Nearly every guide to setting up an MCP server tells you to do this: { "mcpServers": { ...


My Content Security Policy allows scripts by exact hash and nothing else. That works right up until ...


Gemini function calling makes tool use look simple. You describe a function, provide its input...


On August 26, METR and Redwood Research published their independent investigation into the OpenAI /....


This is the sixteenth article in a series on PHP and Laravel application security. So far we have.....


A user wrote to us with the kind of bug report that makes your stomach drop: "The forgot-password.....


AI agents can already browse a site, find a form, type into it, and click Submit. That works—until....


Runbooks still say "renew the SSL certificate" when the browser warning is obsolete protocol. The...


Static analysis tools have a trust problem. They read your source, pattern-match something that look...