AI that works for you.
Not the other way around.
Learn
Most AI tools are overpriced chatbots. Real leverage comes from systems — agents that connect to your tools, automate your workflows, and run on your own infrastructure. No vendor lock-in, no data leakage.
What I'm building, what's working, what isn't.
No spam. Unsubscribe anytime.
I moved my AI orchestration gateway from a Tailscale funnel to Cloudflare Tunnel, locked it down with Access, and made Railway the only client that can reach it. The things that cost me time weren't in the docs. […]
Why you need different agents in separate sandboxes, why running them all from one chat window becomes a mess, and how a coordination layer (Paperclip) turned six isolated specialists into something resembling a team. […]
Three themes dominating every conversation with SRE and platform teams across ASEAN: defending against AI-generated exploits, reducing operational load with AI-assisted incident response, and understanding customer behaviour in mobile-first environments.