Notes from the floor.
AI systems, architecture, products, and fitness — written when something actually held or broke. No content-marketing filler, no posting on a schedule.
Bangalore Solo: No Partner, No Hiding
HYROX Bangalore Solo is the real test. No partner, no rep-sharing, no hiding weak transitions. Here’s what this race demands, what can still go wrong, and what success actually means.

All posts.
Season 2: Yoddha to Bangkok
Mumbai proved I could suffer. Yoddha proved I could execute. Bangkok proved I was improving. None of them proved I was ready for Solo.
Building the Engine: Run Economy to Race Day
Speed showed up when I got cheaper — less energy per kilometer. Then HYROX Mumbai tested every weakness I'd been training around. 1:37:23. Cramps, grit, finish. Here's what the engine built and what race day broke.
The System: Food, Travel, Training
I didn't out-will cravings or out-suffer bad habits. I built a system — for eating, for travel, for hybrid training. Here's the operating manual that made consistency predictable.
Discipline Has Receipts: My First 30 Days
Thirty days of boring rules stacked into something you could finally measure. The receipts that proved the system worked.
Rock Bottom to Rules
I didn't hit rock bottom at 103 kg. I built it — one skipped workout, one 'tomorrow' at a time. Then my wife said 'Get up' and I finally listened. Here are the 5 rules and the 14-day log that proved them.
HYROX Race-Day Checklist
Everything I wish I had on one list — gear, nutrition, pacing cues, and failure modes.
Building HYROX Coach: The First Station-by-Station AI Training Platform
The first AI-powered HYROX training platform that syncs with your watch to analyze each station and adapts your plan automatically.
On the workbench.
How I hand-rolled an async agent orchestrator instead of reaching for a framework
Sharing one OpenAI assistant across N workers with fcntl — no Redis
Build vs buy: when I wrote the in-house route solver anyway
Looplink: shipping a calm game in an attention-casino market
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Architecture lessons and race reports — slow cadence, no filler. Drops when something is worth writing about.