Why AI Agents Fail: Pattern Matching Beats Reasoning Scaffolds
Why AI Agents Fail: Pattern Matching Beats Reasoning Scaffolds Everyone says an AI agent fails because it cannot reason well enough. The failure dat…
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US Federal Contract Opportunities as Clean JSON (SAM.gov Without the Pain)
Every business day the US federal government publishes hundreds of new contract opportunities on SAM.gov . It is the single largest buyer in the wor…
Government procurement and public-sector tenders: why managed cloud infrastructure wins contracts
Why your cloud hosting keeps losing government contracts (and how to fix it) Your infrastructure might be bulletproof, but if you can't document it…
The Illusion of Scale, Part 5: The System That Outlives the Team
A few years ago I built an electronic search warrant system for a state law enforcement agency. Paper process, courthouse logistics, hours of waitin…