An Agent Fleet, Sorted By Job
"We have agents" is about as informative as "we have software". The question is what they do, when they run and who notices when one stalls. Ours gr…
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Architecture Case Study: How HYNAWEB Operates a Global Developer Ecosystem With Zero Traditional Servers
Modern startups face a strucztural dilemma: infrastructure costs scale faster than revenue. Server provisioning, database maintenance, GPU clusters,…
The Founder’s Trap: Shipping Fast Without Borrowing Against Your Future
When you are building something from scratch, speed feels noble. It feels disciplined. Necessary. Mature, even. You tell yourself you are being prac…
I Let an AI Agent Run a SaaS Like a Solo Founder. It Made the Same Mistakes Humans Make.
I expected the audit to find broken code. That's what I was bracing for going in — a pile of half-working features, sloppy logic, the kind of mess y…
Case Study: A Free Model Wrote a C++ Tree Hasher. The Reference Oracle Found Three Bugs.
Conclusion first: a free model drafted a working C++17 directory hasher in one pass. The draft compiled, ran, and was still wrong. A differential te…
The Operating System That Never Shuts Down
A Case Study on Persistent AI Operating Systems (PAOS) Category: Operating Systems, Artificial Intelligence, Human–Computer Interaction Status: Emer…