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📰 Dev.to · Ajay Devineni

9 articles · Updated every 3 hours · View all reads

All Articles 121,436Blog Posts 128,060Tech Tutorials 31,113Research Papers 24,281News 17,495 ⚡ AI Lessons
Google Published Their AI SRE Blueprint. Here's the Line-by-Line Mapping to What the Community Has Been Building
Dev.to · Ajay Devineni 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Google Published Their AI SRE Blueprint. Here's the Line-by-Line Mapping to What the Community Has Been Building
Google published a white paper on May 28 that every SRE should read. It details how they're...
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Your Agent Acts Without Checking Your Error Budget — That's the Failure Mode Nobody Is Tracking
Dev.to · Ajay Devineni 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Your Agent Acts Without Checking Your Error Budget — That's the Failure Mode Nobody Is Tracking
Yesterday a piece came out that framed something I've been watching build across production...
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Why Your AI Agent Monitoring is Wrong (And How to Fix It)
Dev.to · Ajay Devineni 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Why Your AI Agent Monitoring is Wrong (And How to Fix It)
As I discussed in my SLO Design article, traditional reliability metrics fail for agentic AI systems....
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The Context Window Is RAM — Why Your Agent's SLIs Are Telling You It's Full
Dev.to · Ajay Devineni ☁️ DevOps & Cloud ⚡ AI Lesson 1mo ago
The Context Window Is RAM — Why Your Agent's SLIs Are Telling You It's Full
The Microsoft team that built the Azure SRE Agent published something in January that I keep coming...
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The AI Agent Cost Ceiling Problem: Why Your AWS Bill Is Your Reliability Alert
Dev.to · Ajay Devineni 🤖 AI Agents & Automation ⚡ AI Lesson 2mo ago
The AI Agent Cost Ceiling Problem: Why Your AWS Bill Is Your Reliability Alert
Production AI agents fail on tool calls 3–15% of the time. That's not a failure rate you fix — it's a...
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Agent Sprawl is Your Next Production Incident: An SRE Response to Datadog's State of AI Engineering 2026
Dev.to · Ajay Devineni 🤖 AI Agents & Automation ⚡ AI Lesson 2mo ago
Agent Sprawl is Your Next Production Incident: An SRE Response to Datadog's State of AI Engineering 2026
Datadog published the State of AI Engineering 2026 report this week — real telemetry from over a...
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SLO Design for Agentic AI Systems — Why Traditional Reliability Metrics Break (and What to Use Instead)
Dev.to · Ajay Devineni 🤖 AI Agents & Automation ⚡ AI Lesson 2mo ago
SLO Design for Agentic AI Systems — Why Traditional Reliability Metrics Break (and What to Use Instead)
The problem with applying traditional SLOs to AI agents SLOs work beautifully when "good"...
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MCP Security in Action: Decision-Lineage Observability
Dev.to · Ajay Devineni 🤖 AI Agents & Automation ⚡ AI Lesson 3mo ago
MCP Security in Action: Decision-Lineage Observability
Traditional observability tells you what broke. Agentic observability must tell you why the agent...
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Zero Data Loss Migration: Moving Billions of Rows from SQL Server to Aurora RDS — Architecture, Predictive CDC Monitoring & Lessons from Production
Dev.to · Ajay Devineni ⚡ AI Lesson 3mo ago
Zero Data Loss Migration: Moving Billions of Rows from SQL Server to Aurora RDS — Architecture, Predictive CDC Monitoring & Lessons from Production
Migrating a live financial database with billions of rows, zero tolerance for data loss, and a strict...
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