The Agentic Lair
The Agentic Lair
That’s the question behind a CVPR 2026 paper I’ve been sitting with, and the answer it lands on is more interesting than I expected.Continue reading on Medium »
AI systems are becoming more capable. They can read documents, write code, summarize research, use tools, inspect files, generate plans…Continue reading on Medium »
Continue reading on Medium »
There is a habit that wastes more time than anything else when using Claude. Save this 🙂 Writing the same instructions over and over again. Every session, you re-explain your role. You re-describe your writing style. You re-state your…
Two things happened this month and they tell you everything about where AI is actually going. Coinbase quietly cut its AI bill nearly in half. Open models, smarter routing, better caching. No drama. A finance footnote that happens to…
As artificial intelligence grows more capable, something unexpected is happening. AI isn’t just changing how we work. It is holding up a…Continue reading on Medium »
Two terms. One massive source of confusion. Here’s what each one actually means — told through stories you’ll recognize from your own…Continue reading on Medium »
We downloaded the tools. We didn’t change the culture. Everyone is talking about AI.Continue reading on Medium »
Continue reading on Medium »
Your CI catches the npm vulnerability. Your developer is already three branches away and one standup behind. The package is installed, the lockfile regenerated, the import wired into a service, and the human who made that decision did it…
In the world of wearable health technology, the holy grail has always been moving intelligence from the cloud to the edge. Waiting for a cloud server to analyze your heart rhythm is not just a latency issue—it’s a privacy…
How ai in formula 1 race strategy is moving from experiment to everyday workflow in 2026.Continue reading on Medium »
When Logs and Metrics Aren’t Enough You have great dashboards. Your log aggregation is solid. But when a user reports “the checkout page is slow,” you still spend 30 minutes jumping between services trying to find the bottleneck. That’s…
We’ve all been here. A new form shows up, you install React Hook Form, add Zod or Yup, and in ten minutes you have something that “works.” The problem doesn’t surface that day. It surfaces three months later, when…
So this weekend I spent $200 solving a $2 problem. Not because I was careless. Not because the system was broken in the old way. It happened because the tool was powerful, fast, confident, and wrong for just long…
My kid said he wanted to do origami. I sent my Agent a single sentence asking it to handle the origami materials. It searched for tutorials on its own, printed out the origami guide along with sheets of paper.…
I got laid off in March 2026. The day HR handed me the 30-day notice, I had a small panic attack, then opened my laptop and started building things. Here’s the deal: I had 30 days before severance ran…
Labeled break/continue is now live across the entire Cx language stack. From the lexer to the JIT, two commits streamlined the implementation into a complete vertical slice. No parts left out, no corners cut—everything just works. The lexer seam…
Circuit breakers and bulkheads are design patterns — their numbers are operational weapons. Failure ratio 50% or 30%? Max concurrent calls 25 or 100? During an outage the right answer changes hourly. Code the pattern once; tune thresholds live.…
The latest update to hermes-memory-installer introduces a focused set of features that directly address production-level concerns: observability, storage management, security, fault tolerance, and performance introspection. If you maintain a message-processing pipeline or job queue, these are the components that…
By Naren Ranjith I had no coding experience six months ago. I’d been reading about AI security — specifically about something called prompt injection, ranked #1 on OWASP’s official list of AI security risks. The idea is simple: you…