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How AI Agents Fail in Production: Real-World Reliability, Observability, and Recovery Patterns

How AI Agents Fail in Production: Real-World Reliability, Observability, and Recovery Patterns

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4 min read
Why you shouldn't let the model review its own AI code

Why you shouldn't let the model review its own AI code

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2 min read
Battle-Tested Multi-Agent Orchestration Patterns with Google ADK: Parallel, Sequential, and Persistent Sessions

Battle-Tested Multi-Agent Orchestration Patterns with Google ADK: Parallel, Sequential, and Persistent Sessions

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4 min read
Wipro AI Frees 20,000 Employees' Capacity, No Layoffs

Wipro AI Frees 20,000 Employees' Capacity, No Layoffs

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6 min read
Inside a Real Multi-Agent Claude Code Setup: Two Leads, 9 Projects, 40 Prompts a Day

Inside a Real Multi-Agent Claude Code Setup: Two Leads, 9 Projects, 40 Prompts a Day

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13 min read
Your .NET Agent Is in Production, Your Engineering Discipline Isn’t.

Your .NET Agent Is in Production, Your Engineering Discipline Isn’t.

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13 min read
SENTINEL-RL for SOCs: Architectural Gains and Cost Realities from Decoupling Semantic and Topological Reasoning

SENTINEL-RL for SOCs: Architectural Gains and Cost Realities from Decoupling Semantic and Topological Reasoning

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5 min read
Graph as Architecture, Not Graph as Data: Why I Stopped Reaching for GraphRAG First

Graph as Architecture, Not Graph as Data: Why I Stopped Reaching for GraphRAG First

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13 min read
Agentic AI: From AI That Responds to AI That Acts

Agentic AI: From AI That Responds to AI That Acts

BERJAYA 1
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13 min read
I Got Claude Code to Talk to GPT, Grok, and a Local Ollama Model. Here’s What Actually Held Up

I Got Claude Code to Talk to GPT, Grok, and a Local Ollama Model. Here’s What Actually Held Up

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8 min read
Why LangGraph Wins: Benchmarking LangGraph, CrewAI, and AutoGen on 107 Real Data Engineering Tasks

Why LangGraph Wins: Benchmarking LangGraph, CrewAI, and AutoGen on 107 Real Data Engineering Tasks

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5 min read
Claude Code Is an Operating Layer for Engineering Work: I Went Looking for Proof Instead of Just…

Claude Code Is an Operating Layer for Engineering Work: I Went Looking for Proof Instead of Just…

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13 min read
How to Catch and Replay Production Agent Failures: Trace-Native CI/CD in Practice

How to Catch and Replay Production Agent Failures: Trace-Native CI/CD in Practice

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4 min read
Clean Engineering, Unstable Measurement: A Preregistered Reliability Failure of Black-Box LLM Observers on Shared Endpoints

Clean Engineering, Unstable Measurement: A Preregistered Reliability Failure of Black-Box LLM Observers on Shared Endpoints

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4 min read
Agent Skills vs MCP: I Stopped Reading Hot Takes and Measured the Actual Context Cost

Agent Skills vs MCP: I Stopped Reading Hot Takes and Measured the Actual Context Cost

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12 min read
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