The Attestation Was Valid. The Source Wasn't.
A valid npm provenance attestation proves which pipeline built a package, not that its source was honest. What the tensorlake and GHAPPIER attacks show, and the check that failed my test....
Your Backups Are a Belief System
GitLab had five backup layers and none of the designed ones worked. The alarm on the failing backup was disabled by a mail authentication setting. Why the only honest metric is the date of your last r...
Rollback Only Runs Forward
A rollback is a second deploy into a system the first one already changed. Knight Capital's rollback made its $460 million morning worse. Here is what a revert can and cannot reach....
The Death of Full-Stack
The full-stack developer myth is dying. Modern systems require deep specialization that generalists can't provide....
The Outsourcing Boomerang
The outsourcing boomerang: every company that outsourced its core engineering eventually had to bring it back in, at higher cost and worse quality....
Code Review That Actually Works
Only 15% of code review comments relate to bugs. Here's how to make the other 85% of review time count: size limits, SLAs, automation, and focused feedback....
The Senior Engineer Plateau
Only 10-15% of engineers reach Staff level. Why the senior-to-staff jump is the hardest career transition in software....
Documentation as Product: What Open Source Gets Right
Documentation quality determines adoption more than feature completeness....
The Integration Tax: Every API Has a Price
Third-party API integration costs 56% more than initial estimates when you account for maintenance, breaking changes, and troubleshooting....
Feature Flags Are Technical Debt
Feature flags promised safe deployments but delivered hidden complexity. Research shows 73% never get removed, costing teams $125K+ yearly in maintenance overhead....
The Rewrite Trap: Why Most Rewrites Fail
Most software rewrites fail quietly, absorbed back into the org or cancelled. Why incremental improvement beats the clean slate....