Emery Huang

Emery Huang

Sep 20

Split Freeze From Unfreeze, and Map Each Alert to a Read-Only Command

#devops #sre #productivity #learning

8 min read

Emery Huang

Sep 18

Fill Four On-Call Lists Before You Accept the Rotation

#devops #sre #productivity #ai

9 min read

Emery Huang

Sep 17

I Will Not Unfreeze Prod Until the Runbook Hash Matches the Page

#devops #sre #productivity #linux

7 min read

Emery Huang

Sep 16

Copilot Patches Stay Read-Only Until You Sign the Unfreeze

#devops #sre #linux #ai

7 min read

Emery Huang

Sep 13

Reproduce the Pager on a Scratch Box Before You Unfreeze Prod

#devops #sre #productivity #ai

8 min read

Emery Huang

Sep 12

Print the Command Plan, Then Freeze Writes Until Blast Radius Is Named

#devops #python #sre #productivity

10 min read

Emery Huang

Sep 11

Your Pager Should Resolve IDs, Not Prompts

#devops #sre #monitoring #python

9 min read

Emery Huang

Sep 10

If You Cannot Name the Owner, Do Not Run the Command

#devops #oncall #agents #python

7 min read

Emery Huang

Sep 9

T+0 Is Observe-Only: Bind Alert Classes to a Clock and a Command Budget

#devops #sre #python #oncall

10 min read

Emery Huang

Sep 8

Make Escalation Cheaper Than Restart: A Three-Lane On-Call Runbook

#devops #python #oncall #ai

9 min read

Emery Huang

Sep 6

The Bot Already Acted: Freeze Mutating Commands Until a Human Unfreezes

#oncall #devops #python #agents

7 min read

Emery Huang

Sep 5

Incomplete Alerts Are a Trap: Make the On-Call Bot Fail Closed

#python #devops #sre #ai

8 min read

Emery Huang

Sep 4

Reject the Packet: Four Gates Between an Alert and a Mutating Command

#devops #python #ai #sre

8 min read

Emery Huang

Sep 4

Debug Token Overflow: Why Your Agent Forgot Instructions

#tokenoverflow #aiagents #debugging #python

5 min read

Emery Huang

Sep 4

Seal the First Five Commands Before Your On-Call Bot Invents a Restart

#devops #python #ai #sre

8 min read

Emery Huang

Sep 2

Runbooks with a Pulse: Wiring Free AI Models to Your On-Call Alert Flow

#ai #oncall #serverless #devops

5 min read

Emery Huang

Sep 1

Escalation Is a State Machine, Not a Phone Tree

#oncall #devops #python #ai

4 min read

Emery Huang

Aug 31

Your On-Call Runbook Should Be an Executable Playbook, Not a PDF

#oncall #runbook #python #ai

5 min read

Emery Huang

Aug 30

On-Call Alert Triage: Build a Free AI Runbook Bot That Respects Freeze Windows

#ai #oncall #devops #productivity

5 min read

Emery Huang

Aug 29

The Runbook That Trusted Its Memory: Free AI, Versioned YAML, and a Freeze Rule

#ai #devops #python #oncall

5 min read

Emery Huang

Aug 28

The Test That Passed on Broken Code: Mutation-Probing AI-Generated Tests

#testing #ai #python #devtools

4 min read

Emery Huang

Aug 26

The 3 AM Pager Needs a Runbook, Not a Hero: Free-Tier AI Alert Triage

#devops #ai #productivity #serverless

4 min read

Emery Huang

Aug 25

The 503 That Passed Every Test: Debugging an Agent's Silent Config Change

#debugging #ai #programming #webdev

5 min read

Emery Huang

Aug 24

The 200 That Lied: Debugging a Cold Start That Returned Nothing

#ai #debugging #programming #productivity

4 min read

Emery Huang

Aug 14

Before You Pay for AI Code Review, Run This Free Smoke Test

#ai #testing #productivity #devops

2 min read

Emery Huang

Aug 14

A New Model Name Is Trending. Here’s the Gate I Run Before Believing It.

#ai #programming #productivity #testing

2 min read

Emery Huang

Aug 10

Gate the Tools, Not the Hype: A Practical Pre-Flight Check for Coding Agents

#ai #security #agents #python

7 min read

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Split Freeze From Unfreeze, and Map Each Alert to a Read-Only Command

Fill Four On-Call Lists Before You Accept the Rotation

I Will Not Unfreeze Prod Until the Runbook Hash Matches the Page

Copilot Patches Stay Read-Only Until You Sign the Unfreeze

Reproduce the Pager on a Scratch Box Before You Unfreeze Prod

Print the Command Plan, Then Freeze Writes Until Blast Radius Is Named

Your Pager Should Resolve IDs, Not Prompts

If You Cannot Name the Owner, Do Not Run the Command

T+0 Is Observe-Only: Bind Alert Classes to a Clock and a Command Budget

Make Escalation Cheaper Than Restart: A Three-Lane On-Call Runbook

The Bot Already Acted: Freeze Mutating Commands Until a Human Unfreezes

Incomplete Alerts Are a Trap: Make the On-Call Bot Fail Closed

Reject the Packet: Four Gates Between an Alert and a Mutating Command

Debug Token Overflow: Why Your Agent Forgot Instructions

Seal the First Five Commands Before Your On-Call Bot Invents a Restart

Runbooks with a Pulse: Wiring Free AI Models to Your On-Call Alert Flow

Escalation Is a State Machine, Not a Phone Tree

Your On-Call Runbook Should Be an Executable Playbook, Not a PDF

On-Call Alert Triage: Build a Free AI Runbook Bot That Respects Freeze Windows

The Runbook That Trusted Its Memory: Free AI, Versioned YAML, and a Freeze Rule

The Test That Passed on Broken Code: Mutation-Probing AI-Generated Tests

The 3 AM Pager Needs a Runbook, Not a Hero: Free-Tier AI Alert Triage

The 503 That Passed Every Test: Debugging an Agent's Silent Config Change

The 200 That Lied: Debugging a Cold Start That Returned Nothing

Before You Pay for AI Code Review, Run This Free Smoke Test

A New Model Name Is Trending. Here’s the Gate I Run Before Believing It.

Gate the Tools, Not the Hype: A Practical Pre-Flight Check for Coding Agents