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AI Agent Memory Architecture
Memory in AI Agents: What It Is, How It Breaks, and What to Do About It.
Jul 4
•
Sandipan Bhaumik
6
2
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
5
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
2
1
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
2
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
How to Build an AI Agent Registry — Part 1: Schema and Ownership
This week: Agent Registry - The infrastructure layer that turns an agent sprawl problem into a governance capability. What is it? how to build it?
Jun 6
•
Sandipan Bhaumik
13
6
1
May 2026
How to Fund the Right AI Use Case
This week: New video on YouTube - how to find the right use-cases to fund your AI initiatives. How to make data-driven decisions based on infrastrcuture…
May 30
•
Sandipan Bhaumik
5
1
MCP: What’s Actually Working, What’s Breaking, and How to Do It Right
This week: Honest look at the Model Context Protocol and what history says about where this goes next. A decision tree, an architecture pattern, and…
May 23
•
Sandipan Bhaumik
10
1
Why Agent-to-Agent Communication Fails - How to Design for Failure
This week: Agent communication is a major problem in multi-agent syatems. What ar ethe common failure modes, how to design for them, and key lessons I…
May 16
•
Sandipan Bhaumik
25
11
3
Beyond the RAG Pipeline: 3 Unspoken Truths About AI in Production
This week: The industry is building skyscrapers on top of a swamp of probability. Here is how world-class engineering teams are actually hardening their…
May 10
•
Sandipan Bhaumik
4
2
The Evaluation Graph: Why Your AI Pipelines Are Lying to You
This week: the Evaluation Graph - and why the shape of your eval matters more than the score. Your system is a graph. Your evaluations are pipelines…
May 2
•
Sandipan Bhaumik
4
1
April 2026
Why Solution Architects Are the Real Force Behind Enterprise AI Transformation
The demo worked. The boardroom loved it. Six months later, someone made a call. It always goes to the same person.
Apr 26
7
5
4
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