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Industrial PCs
Rugged PCs, fanless designs, and industrial OS and drivers.
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One Line of mv Kills the 4x Duplicate Run After Recovery: Making launchd Queue Processing Idempotent
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We timed HTTP-only scraping against a headless browser on the same page. It wasn't close.
54+ min ago (266+ words) Every one of our Actors is HTTP-only — no Puppeteer, no Playwright, no headless Chromium in production. We say this is faster and cheaper. This post is the measurement, not the assertion. Same target, two approaches, same box (1 vCPU / 2 GB RAM,…...
Why I Ditched Pomodoro for the 50/10 Protocol (And How It Fixed My Deep Work)
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Automating Deployment with Github Actions
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OwlLayer AI: Letting AI Agents Act on Your UI Instead of Replacing It
2+ hour, 18+ min ago (22+ words) Most AI-in-product integrations fall into two camps, and both have a ceiling. A chatbot bolted onto... Tagged with ai, webdev, javascript, opensource....
Lawrence Livermore's AI Vision System Catches Direct Ink Writing Defects Mid-Print
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I Put 7 Architectural Blueprints & Production PR Templates on GitHub (Free, Open Source, No Sign-up)
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How to Monitor Cron Jobs with a Simple HTTP Health Check
3+ hour, 25+ min ago (409+ words) Cron jobs are great for automating repetitive tasks, but there is one problem: What happens when the job stops running? A cron entry can exist for months without anyone noticing that the script has started failing. For example, you might…...
Small models guard every data hop between my agents — here's why
5+ hour, 25+ min ago (861+ words) Most agent frameworks I've looked at put guardrails at the obvious places: input from the user, output back to the user. What gets skipped almost everywhere is the stuff that happens between agents — memory writes, memory recall, and handoffs when…...
Stopping Broken Inputs Early in Excel Automation: Python XLSX Inspection and Negative Testing｜node
21+ hour, 26+ min ago (61+ words) # Stopping Broken Inputs Early in Excel Automation: Python XLSX Inspection and Negative Testing What is scary about Excel automation is not just that the process might crash halfway through. It is treating a broken file as "successfully processed" and passing…...