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⚡ AI Lessons

Dev.to · Neeraja Khanapure
1w ago
A hard-earned rule from incident retrospectives:
LinkedIn Draft — Workflow (2026-07-14) A hard-earned rule from incident...

Dev.to · Neeraja Khanapure
1w ago
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...

Dev.to · Neeraja Khanapure
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
This pattern has saved production twice in the last year:
LinkedIn Draft — Workflow (2026-07-07) This pattern has saved production twice in the last...

Dev.to · Neeraja Khanapure
🏗️ Systems Design & Architecture
⚡ AI Lesson
4w ago
Something I keep explaining in architecture reviews:
LinkedIn Draft — Workflow (2026-06-23) Something I keep explaining in architecture...

Dev.to · Neeraja Khanapure
1mo ago
This is the gap between 'it works' and 'it's operable':
LinkedIn Draft — Workflow (2026-06-16) This is the gap between 'it works' and 'it's...

Dev.to · Neeraja Khanapure
1mo ago
A Friday systems thinking thread — worth sitting with:
LinkedIn Draft — Insight (2026-06-12) A Friday systems thinking thread — worth sitting...

Dev.to · Neeraja Khanapure
1mo ago
Something every senior engineer learns the expensive way:
LinkedIn Draft — Workflow (2026-06-09) Something every senior engineer learns the...

Dev.to · Neeraja Khanapure
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
A hard-earned rule from incident retrospectives:
LinkedIn Draft — Workflow (2026-05-19) A hard-earned rule from incident...

Dev.to · Neeraja Khanapure
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
This pattern has saved production twice in the last year:
LinkedIn Draft — Workflow (2026-05-12) This pattern has saved production twice in the last...

Dev.to · Neeraja Khanapure
🏗️ Systems Design & Architecture
⚡ AI Lesson
2mo ago
Something I keep explaining in architecture reviews:
LinkedIn Draft — Workflow (2026-05-05) Something I keep explaining in architecture...

Dev.to · Neeraja Khanapure
3mo ago
Something every senior engineer learns the expensive way:
LinkedIn Draft — Workflow (2026-04-19) Something every senior engineer learns the...

Dev.to · Neeraja Khanapure
3mo ago
Not in any textbook — learned this from a 3am page:
LinkedIn Draft — Workflow (2026-04-18) Not in any textbook — learned this from a 3am...

Dev.to · Neeraja Khanapure
3mo ago
Not in any textbook — learned this from a 3am page:
LinkedIn Draft — Workflow (2026-04-13) Not in any textbook — learned this from a 3am...

Dev.to · Neeraja Khanapure
📋 Product Management
⚡ AI Lesson
3mo ago
Something I wish someone had told me five years earlier:
LinkedIn Draft — Insight (2026-04-10) Something I wish someone had told me five years...

Dev.to · Neeraja Khanapure
⚡ AI Lesson
3mo ago
A hard-earned rule from incident retrospectives:
LinkedIn Draft — Workflow (2026-04-07) A hard-earned rule from incident...

Dev.to · Neeraja Khanapure
🏗️ Systems Design & Architecture
⚡ AI Lesson
3mo ago
Something I keep explaining in architecture reviews:
LinkedIn Draft — Workflow (2026-04-05) Something I keep explaining in architecture...

Dev.to · Neeraja Khanapure
⚡ AI Lesson
3mo ago
Something I wish someone had told me five years earlier:
LinkedIn Draft — Insight (2026-04-03) Something I wish someone had told me five years...

Dev.to · Neeraja Khanapure
3mo ago
End of week. Here's the thing I kept coming back to:
LinkedIn Draft — Insight (2026-04-02) End of week. Here's the thing I kept coming back...

Dev.to · Neeraja Khanapure
⚡ AI Lesson
3mo ago
This pattern has saved production twice in the last year:
LinkedIn Draft — Workflow (2026-03-31) This pattern has saved production twice in the last...

Dev.to · Neeraja Khanapure
⚡ AI Lesson
3mo ago
Something every senior engineer learns the expensive way:
LinkedIn Draft — Workflow (2026-03-28) Something every senior engineer learns the...

Dev.to · Neeraja Khanapure
⚡ AI Lesson
3mo ago
A hard-earned rule from incident retrospectives:
LinkedIn Draft — Workflow (2026-03-28) A hard-earned rule from incident...

Dev.to · Neeraja Khanapure
⚡ AI Lesson
4mo ago
Claude on AWS Bedrock was throttling requests and the billing dashboard showed zero issues
Most teams running Claude on Bedrock watch latency and cost. Neither shows you when you are about to...

Dev.to · Neeraja Khanapure
⚡ AI Lesson
4mo ago
Kubernetes rollouts: promote on SLOs, not on "pods are Ready"
Readiness is a local signal. Production impact is global. Pods can be Ready while your SLO window is...

Dev.to · Neeraja Khanapure
🛠️ AI Tools & Apps
6mo ago
Workflow Deep Dive
DeepCamp AI