Technical Debt: How to Measure It and When Paying It Down Is Worth It
Technical debt has no principal and no fixed rate. The proxy metrics that work, why dedicated debt sprints fail, and how to frame it for a CFO.
Technical debt has no principal and no fixed rate. The proxy metrics that work, why dedicated debt sprints fail, and how to frame it for a CFO.
Three LLM cache types solve different problems teams routinely conflate. What each saves, the hit rates you should actually expect, and where each one breaks.
Why prompt injection has no parameterized-query fix, how indirect injection turns agents into attack tools, and the patterns that bound the damage.
The four layers behind every fintech card: network, sponsor bank, issuer processor, program manager. Who earns what, and what it takes to launch.
Zero trust explained without the vendor gloss: the real principle, the NIST 800-207 components in plain language, and what a migration actually costs.
Constrained decoding against a schema, not prompt-and-parse, is how to get reliable JSON from an LLM. Schema design, validation layers, and failure modes.
What an AI gateway does, how it differs from an API gateway, build versus buy options, the failure modes, and a rollout sequence for enterprises.
Fraud losses land where the rules put them. How liability differs across cards, ACH, real-time rails, and wires, and what shifts it.
Postgres is replacing vector stores, queues, document databases, and search clusters. Where each substitution holds, where it breaks, and the switch triggers.
Classic LLM observability breaks for agents. The telemetry model, four failure classes, trajectory evaluation, and a build order a platform team can ship.
Why API keys break for AI agents, the delegation patterns replacing them, how to scope authorization, and the audit trail attribution requires.
How virtual cards work in B2B payments: issuance, control types, rebate economics, the supplier acceptance problem, and where they beat ACH.
Deep analysis across the systems, strategies, and economics that shape modern technology.
Premium Members Get: Exclusive deep-dive research · Architecture playbooks · Executive briefings · Full archive access