In modern enterprise architecture, your platform does not exist in a vacuum. It must communicate constantly with third-party providers. When a customer successfully pays an invoice, Stripe needs to notify your system. When a background video finishes rendering, AWS MediaConvert needs to alert your backend. This asynchronous communication is handled ...
Letting autonomous AI agents directly rewrite million-line Java monoliths is a dangerous game of Russian roulette with silent runtime bugs. The real way to execute large-scale JDK 26 upgrades is using Claude Code CLI to author deterministic OpenRewrite LST recipes—not blindly edit ...
Quick PSA for anyone who pastes JWTs into online decoders: a lot of those sites forward your token to a server. For a production token that's a real leak vector.
My rule is now: never decode a JWT anywhere that isn't 100% client-side. I built a small tool that enforces that — header, payload and signature split with syntax highlighting, expiration checked live, and a network tab that sh...
There is a dangerous misconception in software security:
“If someone hacked GitHub, they must have broken through GitHub's login page.”
Usually, that's not how modern attacks work.
The most interesting attacks don't necessarily defeat the strongest lock.
They find a different door.
A stolen OAuth token.
A compromised dev...
Cache Doesn't Make Your System Faster. It Just Moves the Complexity Somewhere Else.
There's a dangerous misconception in software engineering: that adding a cache is a performance solution. It isn't. It's a trade-off - one that swaps database load for a new set of problems around consistency, failure modes, and operational complexity.
Every caching decision ultimately comes down...
In the last couple of posts I let agents debug over DAP —
breakpoints, step over, continue. That's real debugging. But it's only half of it.
When I debug something for real, I also click: I press the button and watch what
happens, read the dialog, notice the toggle is greyed out. No backtr...