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How AI Agents Fail in Production: Real-World Reliability, Observability, and Recovery Patterns
Priyesh Dave
Priyesh Dave
Priyesh Dave
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Sep 15
How AI Agents Fail in Production: Real-World Reliability, Observability, and Recovery Patterns
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ai
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agenticai
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machinelearning
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llm
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4 min read
Why you shouldn't let the model review its own AI code
Cole Halton
Cole Halton
Cole Halton
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Sep 15
Why you shouldn't let the model review its own AI code
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aicodereview
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agenticai
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codereview
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softwareengineering
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2 min read
Battle-Tested Multi-Agent Orchestration Patterns with Google ADK: Parallel, Sequential, and Persistent Sessions
Priyesh Dave
Priyesh Dave
Priyesh Dave
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Sep 14
Battle-Tested Multi-Agent Orchestration Patterns with Google ADK: Parallel, Sequential, and Persistent Sessions
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ai
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agenticai
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machinelearning
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llm
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4 min read
Wipro AI Frees 20,000 Employees' Capacity, No Layoffs
Shaam
Shaam
Shaam
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Sep 13
Wipro AI Frees 20,000 Employees' Capacity, No Layoffs
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wipro
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indiaitservices
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agenticai
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workforce
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6 min read
Inside a Real Multi-Agent Claude Code Setup: Two Leads, 9 Projects, 40 Prompts a Day
Ali Suleyman TOPUZ
Ali Suleyman TOPUZ
Ali Suleyman TOPUZ
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Sep 13
Inside a Real Multi-Agent Claude Code Setup: Two Leads, 9 Projects, 40 Prompts a Day
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architecture
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multiagentsystems
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agenticai
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developertools
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13 min read
Your .NET Agent Is in Production, Your Engineering Discipline Isn’t.
Ali Suleyman TOPUZ
Ali Suleyman TOPUZ
Ali Suleyman TOPUZ
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Sep 13
Your .NET Agent Is in Production, Your Engineering Discipline Isn’t.
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microsoftagentframew
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llmevaluation
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dotnet
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agenticai
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13 min read
SENTINEL-RL for SOCs: Architectural Gains and Cost Realities from Decoupling Semantic and Topological Reasoning
Priyesh Dave
Priyesh Dave
Priyesh Dave
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Sep 10
SENTINEL-RL for SOCs: Architectural Gains and Cost Realities from Decoupling Semantic and Topological Reasoning
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ai
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agenticai
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llm
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5 min read
Graph as Architecture, Not Graph as Data: Why I Stopped Reaching for GraphRAG First
Ali Suleyman TOPUZ
Ali Suleyman TOPUZ
Ali Suleyman TOPUZ
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Sep 13
Graph as Architecture, Not Graph as Data: Why I Stopped Reaching for GraphRAG First
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graphrag
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langgraph
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rags
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13 min read
Agentic AI: From AI That Responds to AI That Acts
Fathima rasha
Fathima rasha
Fathima rasha
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Sep 14
Agentic AI: From AI That Responds to AI That Acts
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ai
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aws
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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
Ali Suleyman TOPUZ
Ali Suleyman TOPUZ
Ali Suleyman TOPUZ
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Sep 13
I Got Claude Code to Talk to GPT, Grok, and a Local Ollama Model. Here’s What Actually Held Up
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ollama
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agenticai
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llmrouting
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claude
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8 min read
Why LangGraph Wins: Benchmarking LangGraph, CrewAI, and AutoGen on 107 Real Data Engineering Tasks
Priyesh Dave
Priyesh Dave
Priyesh Dave
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Sep 9
Why LangGraph Wins: Benchmarking LangGraph, CrewAI, and AutoGen on 107 Real Data Engineering Tasks
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ai
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agenticai
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5 min read
Claude Code Is an Operating Layer for Engineering Work: I Went Looking for Proof Instead of Just…
Ali Suleyman TOPUZ
Ali Suleyman TOPUZ
Ali Suleyman TOPUZ
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Sep 13
Claude Code Is an Operating Layer for Engineering Work: I Went Looking for Proof Instead of Just…
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claude
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13 min read
How to Catch and Replay Production Agent Failures: Trace-Native CI/CD in Practice
Priyesh Dave
Priyesh Dave
Priyesh Dave
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Sep 9
How to Catch and Replay Production Agent Failures: Trace-Native CI/CD in Practice
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ai
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agenticai
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machinelearning
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llm
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4 min read
Clean Engineering, Unstable Measurement: A Preregistered Reliability Failure of Black-Box LLM Observers on Shared Endpoints
Priyesh Dave
Priyesh Dave
Priyesh Dave
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Sep 12
Clean Engineering, Unstable Measurement: A Preregistered Reliability Failure of Black-Box LLM Observers on Shared Endpoints
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ai
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agenticai
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machinelearning
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llm
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4 min read
Agent Skills vs MCP: I Stopped Reading Hot Takes and Measured the Actual Context Cost
Ali Suleyman TOPUZ
Ali Suleyman TOPUZ
Ali Suleyman TOPUZ
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Sep 13
Agent Skills vs MCP: I Stopped Reading Hot Takes and Measured the Actual Context Cost
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architecture
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llm
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agenticai
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mcpserver
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12 min read
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