Legibility Used to Be Free
The Altair 8800 could not hide its own state; it leaked into a nearby radio. A browser front panel, 51 years on, beside a model that hides everything....
The Guardrails Only Bound the Defender
OpenAI's models escaped a sandbox and breached Hugging Face. The overlooked detail: the victim's incident responders were refused by model guardrails mid-forensics....
The Marketplace Lied 62 Times Out of 100
100 GPU marketplace rentals, 62 never delivered a working GPU. What cheap GPU marketplaces really cost, and the fail-fast discipline that held 62 failures to $4.37....
I Built a Browser LLM Lab. The Hard Part Was Refusing to Fake It.
LLM Lab (watchitlearn.com): real gradient descent in a browser tab, training machinery honest enough to fail in public, and a diploma that tells the truth....
The Founder Burnout No One Talks About
Startup Snapshot surveyed 400+ founders: 81% do not openly share their stress, and only 10% feel comfortable raising it with investors....
45+ Years in Technology: A Journey
From programming at age 7, to seeing the world in the Navy, to running 3,000+ AWS instances....
3,000 AWS Instances Later: The Real Cost of Cloud
What it actually cost to run 3,000 AWS instances: the bill, the surprises, and the architecture decisions that drove the spend....
What CompuServe Taught Me About Platform Death
CompuServe had first-mover advantage, loyal users, and great technology. They still lost to AOL....
DeFi Will Never Be Finance
DeFi advocates claim they're building the future of finance while removing everything that makes finance work: recourse, recovery, accountability, and....
When to Kill Your Company
Knowing when to shut down is harder than knowing when to start. The sunk cost fallacy kills more founders than failure....
Why I Stopped Giving Advice
Most advice fails, and not because it is wrong. The gap between the giver's context and the receiver's reality is where well-meaning guidance goes to die....
Grace Hopper's Nanosecond: The Wire That Explains Everything
Grace Hopper's famous nanosecond wire demonstration—and why understanding physical constraints still matters for every system we build today....
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