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The Reliability Whisperer

Everything about SRE, DevOps and Production Engineers

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The Architecture of Feedback: Growth, Corporate Toxicity, and the "Shift Left" Model

Giving and receiving feedback is the most misunderstood mechanic in modern corporate life.

Beyond Vibe Coding: The Rise of Disciplined AI Engineering

For most of computing history, programming has been an exercise in translation.

Building Modern CI/CD for the Agentic Era

Why the 15-minute test suite is now a blocker, and what platform engineers are building instead.

From Runbooks to AI Skills: Building Executable Operational Knowledge

The runbook is being reborn — from a static PDF that humans read into a dynamic skill that AI agents execute.

Kill the Wiki: Managing Knowledge at Scale When AI Is Your Primary Reader

From dusty wikis to structured, AI-navigable knowledge systems — what research tells us about organizing documents when machines are the primary readers.

Building AI Agents That Actually Troubleshoot: Lessons from Production

What 7 research papers, 3 failed architectures, and 16 real-world scenarios taught me about designing LLM-powered root cause analysis agents.

The Datacenter Rack — A Complete Guide

NOTE: Please do collect visual comic available at the end of the page ;)

Architectural Analysis: Google ADK + Temporal Integration

Unless you are living under the rocks, agentic workflow is now the new norm and just recently to back this up further, temporal team releases Google ADK integration with Temporal

PostgreSQL: The Engineering “Swiss Army Knife”

Modern software engineering has increasingly become a “subscription management simulator,” where developers feel pressured by cloud vendors to stitch together a fragile web of highly specialized microservices.

The Andrej Karpathy LLM Wiki Idea: Knowledge as “Compiled Code”

The concept of an “LLM Wiki,” recently popularized by Andrej Karpathy, represents a paradigm shift in how we manage knowledge in the age of AI.