Build smarter systems with AI & automation
I help developers build smarter systems with AI, automation, and modern software engineering — from agentic workflows and MCP servers to backends that actually scale.
that's me! 👋
Tutorials developers keep coming back to
Hands-on builds, deep dives, and honest breakdowns of the tools shaping how we ship.
Latest articles
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AI (opens in a new tab)Gemini 4 Argon leads almost every row of Google's own benchmark table and costs a fraction as much per task. Across six builds on identical prompts, it lost all six — and the price gap it won on expires on 30 November. -
AI (opens in a new tab)Hermes Agent: The Profile Is the Agent
Hermes Agent runs on your machine or a VPS, speaks to any model provider, and answers on Telegram. But the feature that changes how you work is the profile: one agent per job, each with its own memory, skills and boundaries. -
DevOps (opens in a new tab)Ingress: Rules, Classes and the Controller That Reads Them
An Ingress with no controller is accepted and does nothing. Install one, route two paths to two Services, and find out exactly what Prefix and Exact match. -
DevOps (opens in a new tab)Helm and Kustomize: Consume a Chart, Overlay a Base, Render Before You Apply
A full Helm release cycle — install, two upgrades, a rollback that moves forward — and a Kustomize base with two overlays, rendered before anything touches the cluster. -
DevOps (opens in a new tab)Operators and CRDs: Install One, Read Its Schema, Stop Its Controller
Install cert-manager, find what it added, write a custom resource from kubectl explain alone, then stop its controller to see what a CR does on its own: nothing.
Explore articles & tutorials
The written companion to the channel — deep dives on DevOps, backend systems, databases and interview prep, kept current and searchable.
From idea to shipped, with AI
I'm a software engineer who helps developers build smarter systems with AI, automation, and solid engineering — sharing the workflows I actually use to ship.
From Google Antigravity and MCP servers to agentic workflows and backend systems, I break modern tools into practical steps you can use today.
The journey so far
Tools I cover
Why this channel exists
This channel turns new AI and dev tools into real, shipped systems — practical workflows for developers who want to build better, faster. 🚀
Let's work together
Sponsorships, collaborations, or just want to talk shop? My inbox is open and I read everything.