Act of Intelligence

Ajay Medury, Andrew Sierota
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Act of Intelligence is a podcast where a software engineer (Ajay Medury) and an IT Generalist (Andrew Sierota) trade honest, in-the-trenches notes on building real things with AI — the tools, the workflows, and the philosophy — to figure out which old engineering wisdom still holds and which new instincts to trust.

Episodes

  1. Welcome to the Matrix - Pilot

    Jun 3

    Welcome to the Matrix - Pilot

    Welcome to Act of Intelligence — a new podcast about AI tools, workflows, and the philosophy of building with them, hosted by Ajay Medury and Andrew Sierota Vu. In this pilot, a working software engineer and an IT Generalist compare notes on what it's actually like to build real software with AI coding agents like Claude Code. They get into plan mode and context management, the explosion of open-source "memory" tools for Claude, and the build-vs-buy trap of reinventing the wheel. Along the way: why "writing code is a solved problem" but shipping working software isn't, how the job is shifting from coder to technical PM / systems architect, the engineering fundamentals (DRY, modular design, conventions, spec-driven development) that suddenly matter more in the AI era, and a simple rule for how much to trust the machine — let the risk decide. Plus Andrew's first big AI build: resurrecting a decade-old Minecraft community from a 20-page wish list he never had time to finish. It never really ends — but for human sakes, we found a place to stop. Welcome to the Matrix. (00:00) - Intros — meet Ajay & Andrew (01:25) - What Claude Code actually is (a CLI loop) (03:37) - Plan mode vs. "super plan" (05:41) - Clearing context to reclaim your tokens (06:25) - The Claude memory-tool gold rush (claude-mem) (08:40) - "Mem Palace," impostor packages & bubble vibes (11:59) - Build vs. buy: don't reinvent the wheel (14:57) - Why understanding your own project matters (17:56) - "Writing code is a solved problem" — is it? (21:07) - From coder to technical PM / systems architect (22:48) - Modular design: building by "limbs" (25:58) - Validation & the "works on my machine" trap (26:58) - Reviving a decade-old Minecraft community (30:58) - DRY, the factory pattern & CLAUDE.md (36:47) - Conventions & standards files (38:11) - Design tenet: "don't waste the player's time" (39:02) - Reviewing & racing the compactor (39:32) - Spec-driven development ("Get Shit Done") (51:11) - The orchestrator + agent-swarm pattern (54:46) - Do old engineering rituals still apply? (58:15) - Trust should match the risk (59:49) - Wrap-up — Welcome to the Matrix

    1h 1m
  • 1 Episode

About

Act of Intelligence is a podcast where a software engineer (Ajay Medury) and an IT Generalist (Andrew Sierota) trade honest, in-the-trenches notes on building real things with AI — the tools, the workflows, and the philosophy — to figure out which old engineering wisdom still holds and which new instincts to trust.

Information

  • Creator
    Ajay Medury, Andrew Sierota
  • Episodes
    1
  • Rating
    Explicit
  • Copyright
    © 2026 Ajay Medury, Andrew Sierota
  • Show Website
    Act of Intelligence