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Context Graph vs Evaluation Graph
Today: What is the difference between a context graph and and an evaluation graph - why both are important - and what questions should you ask today.
Jun 27
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Sandipan Bhaumik
8
2
1
Most Popular
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Why Agent-to-Agent Communication Fails - How to Design for Failure
May 16
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Sandipan Bhaumik
32
12
4
How to Build an AI Agent Registry — Part 1: Schema and Ownership
Jun 6
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Sandipan Bhaumik
15
6
1
AI Agent Memory Architecture
Jul 4
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Sandipan Bhaumik
14
3
MCP: What’s Actually Working, What’s Breaking, and How to Do It Right
May 23
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Sandipan Bhaumik
10
1
Blog Series - AI Agent Failure Modes
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Complexity Failure: The Hidden Cost of Evaluation Debt in Multi-Agent Systems
When a multi-agent decision goes wrong, most teams cannot prove which agent caused it. Every agent you add makes that harder. What do you do?
Oct 10
•
Sandipan Bhaumik
4
2
Authority Failure: Stop Giving Agents Tools. Start Giving Them Boundaries.
Design production agents around explicit identity, least-privilege permissions and enforceable action policies. So they can operate usefully without…
Sep 27
•
Sandipan Bhaumik
2
1
1
How to Fix "Decision Blindness" in AI Agents
Traditional event logs only tell you what your system did. Here is how to use decision traces to capture the context, evidence, and logic behind why it…
Sep 19
•
Sandipan Bhaumik
3
2
Agent Sprawl: The Hidden Nightmare of Your Next Agent Call
Think adding another AI agent will solve your workflow problems? Think again. We explore the hidden nightmare of "agent sprawl" and the four boundaries…
Sep 12
•
Sandipan Bhaumik
2
1
Evaluating Agent Handoffs, not just the Agents
Why production AI agents return convincing answers that turn out to be completely wrong, and how state drift, stale data, and missing operational…
Sep 5
•
Sandipan Bhaumik
4
1
Recent posts
View all
Complexity Failure: The Hidden Cost of Evaluation Debt in Multi-Agent Systems
When a multi-agent decision goes wrong, most teams cannot prove which agent caused it. Every agent you add makes that harder. What do you do?
Oct 10
•
Sandipan Bhaumik
4
2
Authority Failure: Stop Giving Agents Tools. Start Giving Them Boundaries.
Design production agents around explicit identity, least-privilege permissions and enforceable action policies. So they can operate usefully without…
Sep 27
•
Sandipan Bhaumik
2
1
1
How to Fix "Decision Blindness" in AI Agents
Traditional event logs only tell you what your system did. Here is how to use decision traces to capture the context, evidence, and logic behind why it…
Sep 19
•
Sandipan Bhaumik
3
2
Agent Sprawl: The Hidden Nightmare of Your Next Agent Call
Think adding another AI agent will solve your workflow problems? Think again. We explore the hidden nightmare of "agent sprawl" and the four boundaries…
Sep 12
•
Sandipan Bhaumik
2
1
Evaluating Agent Handoffs, not just the Agents
Why production AI agents return convincing answers that turn out to be completely wrong, and how state drift, stale data, and missing operational…
Sep 5
•
Sandipan Bhaumik
4
1
Your Agent Isn’t Hallucinating. It’s Operating With the Wrong Context.
Why production AI agents return convincing answers that turn out to be completely wrong, and how state drift, stale data, and missing operational…
Aug 22
•
Sandipan Bhaumik
3
1
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