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I design reliable software across web, mobile, and cloud. Explore the latest insights, engineering notes, and a focused portfolio of production work.
7+
Years
50+
Projects
3
Stacks
Blog

Google's eighth-generation TPU isn't a chip — it's two. The TPU 8t targets training, the TPU 8i targets agentic inference, and the reason for the split tells you where AI hardware is heading. This post builds the story from the silicon up: how CPUs, GPUs, and TPUs actually differ, what a systolic array does, and why one chip can no longer be optimal for both halves of the AI workload.

GitHub uptime has collapsed to roughly 86% in April 2026, 292 pull requests vanished from a Merge Queue bug, and Mitchell Hashimoto — user #1,299 — has packed up Ghostty and left. Here's what's actually happening, why AI agents are part of the story, and where developers are migrating.

Most outages in queue-based systems aren't tool problems — they're concept problems. Pub/sub vs point-to-point, delivery guarantees, dead letter queues, and back pressure decide whether your system survives a bad Monday. This deep dive covers all four, then walks through when Kafka, RabbitMQ, or SQS is the right call — with real throughput numbers and the 'exactly-once' myth busted.
Social
Jensen Huang called OpenClaw 'the most important software release, probably ever' — comparing it to Linux, HTML, and Kubernetes in the same breath. Bold claim. But after digging into what Nvidia actually built around it, I think he might be right.
I've been writing code for years. Read the books. Studied the patterns. Nailed the algorithms. And yet — the lessons that actually made me a better developer? None of them came from a textbook. Every single one came from something breaking, a user doing something unexpected, or me staring at a screen at midnight wondering where it all went wrong.
A structural look at what the Nifty IT crash, StrongDM's AI experiment, and Big Tech's own numbers reveal about where engineering is actually headed.
Video

May 2, 2024
Quickly build an SEO-ready blog using Laravel and Filament with a clean, practical walkthrough.

April 26, 2024
Add interactive status toggles to your FilamentPHP forms to improve UX and data handling.

March 21, 2024
Build a functional Kanban board inside a Laravel app using Filament PHP components.
Tools
Encode and decode URLs with ease.
Validate and pretty-print JSON data instantly.
Compare two text blocks and highlight differences.
Encode and decode JSON Web Tokens.
Generate random UUIDs (v4) in bulk.
Generate secure passwords with customizable options.
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I collaborate on product strategy, architecture, and full-stack delivery for teams that value clarity and scalability.