AI Manager Academy

AI Manager Academy

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I Kept Comparing Models. I Was Ignoring Half the System.
What coding agents, MCP, and context systems taught me about harness engineering
 • Mayank Bohra
Your AI Agent Doesn't Have a Memory Problem. It Has a Context Rot Problem.
I've run a cross-session memory layer for Claude for months. The fix was never a bigger window. It was learning to throw context away on purpose.
 • Mayank Bohra
The NSA Wrote an MCP Security Playbook. I Run an MCP Gateway. The Real Risk Is the Boring One.
Everyone's hunting exotic MCP exploits. The hole that actually burns you is one server holding every credential, wired up with zero auth. Here's what…
 • Mayank Bohra
I Built a Cross-Session Memory Layer for Claude. Here Are the Four Ways It Broke.
Drew Breunig named four ways long context fails: poisoning, distraction, confusion, clash. I hit all four shipping Context Hub and Multicast. The bugs…
 • Mayank Bohra
When Your AI Setup Learns and You Do Not
After a year of daily AI tooling I could search every idea I had saved and explain almost none of them without the tool open. Here is the one test I now…
 • Mayank Bohra

Recent posts

Converting a meeting transcript to a brief someone can execute
A practical way to work out what was agreed, what needs an answer, and what another person can do next.
 • Mayank Bohra
Karpathy Called It 'Taste.' It Was an Account-Takeover Bug.
The agent matched users by email across Stripe and Google. He filed it under aesthetics. It's actually nOAuth, a named, paid-for vulnerability class…
 • Mayank Bohra
Signal Debt: The Production Bug You're Shipping and Calling 'Works As Intended'
The double-charge, the 'it's broken' ticket on an operation that succeeded, the AI that feels broken when it isn't. They're one bug with one mental…
 • Mayank Bohra
I Don't Want an AI That Reads For Me. I Want One That Reads With Me.
What I learned building Highlyt - a case study in why the highlighter still matters in the LLM era.
 • Mayank Bohra
Scaling AI Interview Simulations: What I Learned Building a Voice-Powered Platform
You know what's funny about building AI products? The demo is always 10% of the work. The remaining 90%? That's where the engineering actually happens.
 • Mayank Bohra
AI Manager Academy
AI Manager Academy
Practical AI for non-technical managers: tool guides and Indian workplace examples to save time, make better decisions and lead AI adoption.
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AI Manager Academy

Practical AI for non-technical managers: tool guides and Indian workplace examples to save time, make better decisions and lead AI adoption.
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AI Manager Academy

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