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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
2
1
Why AI Agent Handoffs Fail
The handoff is the new API boundary, and most teams treat it like a prompt. Why that fails without ever throwing an error, and what a reliable handoff…
Aug 15
•
Sandipan Bhaumik
1
1
1
Everyone Is Optimising the Wrong Thing in AI Agents
Most teams spend weeks choosing the right model. The real competitive advantage isn't choosing a better model. It's designing better data…
Aug 1
•
Sandipan Bhaumik
5
1
July 2026
Here’s Everything My Substack Dashboard Says
I opened up my Substack analytics - open rates, views, growth, all of it. Now I need two minutes of yours to decide what comes next.
Jul 28
•
Sandipan Bhaumik
1
Why Enterprise AI Needs an Ontology
Ontology is the most talked about topic in Enterprise AI right now. Let's explore why it is important, what it is, and how to build one.
Jul 25
•
Sandipan Bhaumik
9
1
1
Why AI-written tests pass but still miss the bug
When an AI writes both your code and your tests, the tests stop protecting you. I write about this problem in plain terms and provide a step-by-step…
Jul 18
•
Sandipan Bhaumik
4
1
1000 of you now. Why this newsletter exists?
We just passed 1,000 subscribers. I am grateful. Thank You.
Jul 13
•
Sandipan Bhaumik
2
2
AI Agent Memory Architecture
Memory in AI Agents: What It Is, How It Breaks, and What to Do About It.
Jul 4
•
Sandipan Bhaumik
13
3
June 2026
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
•
Sandipan Bhaumik
8
2
1
AI Engineer Conference Talk: The Production AI Playbook
Today: The five pillars that separate production AI from expensive pilots, the actual judge prompt we use for evaluation, and a banking case study where…
Jun 20
•
Sandipan Bhaumik
6
2
Context Intelligence: Why Your Agent Passes Every Test and Fails in Production
Today: The model is no longer the hard part. The advantage now sits in whether your agents know how your business actually works.
Jun 13
•
Sandipan Bhaumik
4
How to Build an AI Agent Registry — Part 2: Risk Class and Autonomy Level
Today: Agent Registry - The enforcement layer that makes your registry more than a catalogue. What is it? how to build it?
Jun 10
•
Sandipan Bhaumik
8
1
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