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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
9
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
21
10
1
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
3
1
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
2
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
Decision Traces: The Missing Black Box ✈️ for AI Agents
Decision traces explained - what they are, why every consequential AI agent needs them, and the architecture that makes reasoning auditable, defensible…
Apr 18
1
1
I was offline. Here's what happened when I came back.
This edition covers the AI engineering conference I attended, my talk on multi-agent orchestration patterns, a new article on context graphs, and a…
Apr 11
1
1
March 2026
The High Agency Engineer Will Win the AI Era. Here's What I'm Seeing in the Field.
My job gives me an unusual view. I get to sit inside a lot of organisations and watch how engineering teams are actually responding to AI. Not the…
Mar 28
NVIDIA GTC 2026: From GPUs to AI Factories - What Vera Rubin Really Means for Builders
GTC 2026 was the week NVIDIA stopped selling GPUs and started selling AI factories -here’s what that shift means for AI, ML, and data engineers now.
Mar 21
1
1
1
How Do You Test AI - Practical Talk on AI Evaluation Approaches
What Hamel Husain taught me about why most enterprise AI systems fail - and the one habit that fixes it. Don't miss it.
Mar 14
5
2
Big Companies Are About to Test Whether Their Employees Can Think Without AI. Here’s Why That Should Matter to You.
Gartner just predicted that half of big companies will start testing if employees can think without AI. I've been watching this happen in real meetings…
Mar 8
The 7-Step Playbook for Turning Any Business Process Agentic
Save this playbook. A framework to help you power your business processes with AI agents. Which step are most enterprise teams skipping? Step 2. And…
Mar 2
3
1
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