Left of the Loop: The Kybernetes
The kybernetes was the helmsman who steered a Greek ship, reading the wind and working the steering-oar to hold a course. The word is the root of two …
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End of week. Here's the thing I kept coming back to:
LinkedIn Draft — Insight (2026-07-10) End of week. Here's the thing I kept coming back to: SLOs work when they create conversations, not when they cre…
Left of the Loop: Nobody’s Walking Over to a Desk
The most important step in the old process was never written down: the confused developer getting up, walking across the room, and asking. It worked p…
Left of the Loop: The PO is Dead, Long Live the PO
When I wrote about shifting the engineering process left — spec sessions, autonomous agents, humans reviewing output rather than writing code — a ques…
Left of the Loop: The Oikonomos
In an ancient Greek household, the oikonomos was the steward: the one trusted to manage the estate’s resources so the whole household prospered. The w…
Left of the Loop: The Astrolabe
An astrolabe doesn’t map every star. It gives you a way to find your position relative to the ones that hold still. That’s the instrument I reach for …
Left of the Loop: The Trireme
A trireme was the warship that made Athens a power in the Mediterranean — not for its size, but for its structure. Three banks of oars, a hundred and …
Left of the Loop: The Agora
The Athenian agora wasn't a building. It was an open space where citizens gathered to think in public — argument, trade, philosophy, policy, all happe…
kubernetes upgrades needed rollback more than another checklist
AWS announced EKS Version Rollback this week, and I think it is one of those features that will sound boring to anyone who has never owned a Kubernete…
Something I wish someone had told me five years earlier:
LinkedIn Draft — Insight (2026-07-03) Something I wish someone had told me five years earlier: Distributed tracing: the gap between having it and usin…
Change failure rate is up 30% — here's how to measure yours in an afternoon
A practitioner's guide to calculating your team's CFR without a vendor platform — the DORA formula, the SQL, and the AI-assisted vs human-authored spl…
Backstage alternatives in 2026: first ask why you wanted Backstage
Every "Backstage alternatives" roundup lists the same five portals. None of them asks the question that decides which alternative is right: what job s…
Auto-Discovering Infrastructure Dependencies Across 10 Ecosystems
It sounds simple: clone every repo, parse the files, build a graph. Here's why each ecosystem fights back, and what it actually takes to map cross-rep…
From NDVI to a Generic Spectral Engine: Architecting Scalable Earth Observation Pipelines.
Scaling AgTech Analytics: From NDVI to a Generic Spectral Engine Meta Description: Discover how refactoring a hardcoded NDVI pipeline into a generic, …
Left of the Loop: The Ever-Agreeing Genie
Anthropic's engineers ship eight times more code than they did a few years ago. And they had to start scheduling lunches so people would talk to each …
Left of the Loop: The End of the Craftsman?
I noticed something a few months ago. I was talking less to my colleagues. Not because anything was wrong. I had a question, I described it to an AI, …
Left of the Loop: A Fool with a Tool is Still a Fool
"A fool with a tool is still a fool." — often attributed to Grady Booch I keep coming back to this quote when I watch teams adopt AI. In my last post …
Zero-Downtime Crossplane v1 v2 Migration: Adopt-in-Place at Production Scale
Crossplane v2 (released in late 2025) introduced a cleaner, namespaced resource model and removed a lot of the v1 ceremony around Claims and cluster-s…
docker init OCIR OKE: From Empty Folder to Production in 15 Minutes
I timed myself. Starting from an empty directory with a Go application idea, how fast could I get to a running deployment on OKE? The answer was 14 mi…
We Renamed the DevOps Team 'Platform Engineering.' Nothing Changed. Here's Why.
And what it actually takes to make the transition real. Sound Familiar? A leadership meeting. A slide deck. A reorg announcement. The DevOps team is n…
Your AI Agent Doesn't Understand Your System
Everyone is asking whether AI can write code. That question is already answered. The more important question is: Can AI understand the system it is ch…
GitOps Policy Drift: Why Reconciliation Doesn't Stop Day-2 Failure
GitOps policy drift is what happens when a control plane keeps a policy perfectly reconciled long after the reason for that policy has stopped being t…
The Wrong End of the Problem
The Wrong End of the Problem Every company wants AI in their development process right now. That part is clear. What's less clear is where they're put…
AI Workloads Are Reshaping Kubernetes in 2026: GPU Scheduling, MLOps, and the Platform Engineering Reckoning
How GPU scheduling complexity and MLOps integration are forcing platform teams to rearchitect Kubernetes clusters before operational debt becomes insu…
MCP Server Architecture for Platform Teams — Giving AI Live Access to Your Infrastructure
Pipeline & Prompts | Byte size guides on DevOps, Cloud and AI AI in the Stack #3 ⚡ Byte Size Summary MCP (Model Context Protocol) is the standard …
Your senior engineer just gave notice. Most of what they knew was in the repos all along.
Tribal knowledge is two different things wearing one name. The half everyone panics about losing was declared in your Terraform, your Dockerfiles, and…
Supercharging Kubernetes: How eBPF is Revolutionizing SRE and Platform Engineering
The ecosystem surrounding Kubernetes has always been a rapidly moving target. Just when Site Reliability Engineers and Platform Engineers feel they ha…
prompts are becoming CI/CD configuration
GitHub Agentic Workflows is now in public preview, and the headline version is easy to understand. You write a natural-language Markdown file that des…
Why I Am Building Rudhra as an Agent Operating Platform
AI agents are moving fast. Every week, new frameworks, models, tools, and patterns appear. Developers can now build agents that reason, call tools, re…
AgentUnit: Shipping AI like Software
Not a framework. Not a runtime. A packaging standard for AI Agents. Repo: https://github.com/agentunit-io/agentunit Longer story: https://github.com/a…