Writing
Selected essays by Sulayman Bowles on AI-operated businesses, agent evaluation, website audits, and Texas toll road economics.
How software behaves, how businesses make decisions, and how infrastructure gets financed.
The Shopkeeper in the Machine
What AI-operated shops, cafés, and radio stations reveal about pricing, memory, and the human work that keeps a business running.
An AI megawatt is not a megawatt.
A conditional GB300 model turns facility power into installed GPUs. A grid request alone leaves the fleet unknown.
How airlines borrow against loyalty programs.
Bank payments reach the airline before many awards are redeemed. Contracts and controlled accounts determine how lenders can claim that cash.
Where do online returns go?
A refund settles the customer’s claim. Freight, inspection, condition, and resale eligibility decide whether retrieving the product is worth the cost.
The state owns the pavement. Who owns the cash flow?
Who collects the tolls, who controls the debt, and who bears the loss when a Texas road changes hands.
Verifying a 54-move exact search.
How I reconstructed a three-dimensional knight path, reduced the search, and checked the result against the puzzle rules.
Who owns Austin’s home-service companies?
A July ownership map follows 67 Austin-facing brands through local operators, platforms, sponsors, and franchises, leaving unsupported control claims unresolved.
Reading paths
Further reading
Building Atlas
How I built a website audit console that carries captured evidence into review and export.
Why Texas toll roads stay tolled.
How debt, reserves, public transfers, and concession rights keep Texas roads tolled after construction.
What happened to the software buyout boom?
An audit of 25 software take-privates: what changed ownership, what returned cash, and what the public record cannot say about returns.
The U.S. rare-earth magnet buildout.
Much of the disclosed plant capacity remains a future project. Qualification, product mix, inputs, and yield determine how much becomes usable supply.
When an index decides a company matters.
Tracking funds turn index changes into trades. Net demand, execution, and anticipation determine what reaches the market—and whether price effects last.
Five capital stacks for hardware startups.
Waymo, Serve, CoreWeave, Anduril, and Northvolt reveal how corporate funds, asset finance, and outside support divide hardware risk.
Who owns West Campus student housing?
Six properties show how student lease obligations become property cash flow—and why rent levels cannot identify an owner’s return.
Who funds Waymo’s hardware?
The disclosed funding points to parent-backed equity. The fleet model tests asset needs and downside where titles, leases, and standalone accounts remain unknown.
Beyond the Leaderboard
A code audit and proposed workflow for testing marketing-agent improvements through traces, replay, and independent evaluation.
Canonicalization is a graph problem.
Find the contradictions that a canonical-tag checklist misses.
Internal links are a retrieval graph.
Measure the paths to useful pages, not just the links pointing at them.
Robots.txt is not access control.
Choose the control that matches the outcome you need.
Structured data without content drift.
Keep the page and its machine-readable claims on the same record.
Audit findings are derived records.
Keep the evidence and reasoning behind each audit claim recoverable.
Notes
The crawl frontier is a state machine.
Make every URL admission, fetch, retry, and omission explainable.
Raw HTML and rendered DOM are separate evidence.
Separate what the server delivered from what the browser built.
Replayable traces for AI agents.
Evaluate the execution and its effects, not just the final answer.
SQLite for crawl pipelines.
Serialize writes without losing attempts, evidence, or recovery paths.
Executable gates for SEO migrations.
Make every old URL’s outcome testable before moving the site.
AI crawlers: search, training, and access.
Choose crawler access by purpose, then test the policy you actually deployed.
Technical SEO as public data infrastructure.
Follow a public record from its address to the evidence behind a finding.
Canonical identity beats more content.
Resolve conflicting biographies before publishing another version.
