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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.

May 14 • The Reliability Whisperer

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…

May 13 • The Reliability Whisperer

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.

May 12 • The Reliability Whisperer

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…

Apr 30 • The Reliability Whisperer

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.

Apr 13 • The Reliability Whisperer

After the Phase Shift: What LLMs Are Really Doing to Software Engineering

For most of the last decade, discussions about AI in software engineering were abstract: copilots, productivity boosts, better autocomplete.

Jan 30 • The Reliability Whisperer

What Elon Musk Means by “Work Will Be Optional in Coming Years” to SREs

Elon Musk has repeatedly stated that advanced AI and robotics (like Tesla’s Optimus humanoid robots) will eventually perform all jobs better and cheaper…

Jan 8 • The Reliability Whisperer

Understanding Google’s DORA Metrics with Practical Examples

Question for you: How would you measure operational maturity?

Sep 15, 2025 • The Reliability Whisperer

Is DevOps Dying? The Rise of Platform Engineering

The tech community has been buzzing with the question: is DevOps dying? Based on recent industry discussions, including a conversation between Google…

Sep 10, 2025 • The Reliability Whisperer

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