I SHIP product for a living. Twenty years of receipts.
Ivan Mišić · Product leadership · Tech · AI
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Build an AI work memory
Your email, meetings, and documents wired into one plain-text folder an AI can actually read. The full build, from getting data out of a mailbox with no API access, to transcribing meetings without uploading the audio anywhere, to the handful of commands that run the whole thing each morning.
Start with the overview, then take the pieces in order. Each one stands on its own if you only want that part.
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<figcaption>The numbers match the guide order, but this is a map rather than a dependency chain. Start with the overview for the whole system, follow the route, or open the capture, transcription, processing, or daily-command part on its own.</figcaption>
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Most of my AI pipeline isn't AI
By volume, most of my AI pipeline is plain Python. The model is a small, expensive part I call as little as possible. The script-first split, and why it wins.
One command a day: the skills that run the vault
The whole control layer of my work system is a folder of markdown files. How a real workflow is built from Claude Code skills, rules, and parallel sub-agents.
The Claude Code tools I'm sharing
I built a toolshed of Claude Code tools, generators, rule packs, scanners, and put it where you can grab them. Here's what's on the shelf and how to use it.
My AI was smart. It just couldn't see my job.
My work context was scattered across email, meetings, documents, and notes. So I wired it into a private Obsidian vault Claude Code can read.
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8
items
Skills
SKILL.md packages Claude loads for specialized tasks.
6
items
Plugins
Bundles of skills, agents, hooks, and MCP servers.
5
items
Rules
Project rules and standards Claude follows.
18
items
Prompts
Copy-ready prompts for specific jobs.
38
tools
AI tools
The AI and product tools actually on my board, with an honest take on each.
3
guides · 37 parts
Guides
Reading paths that put existing articles in order. Read front to back, or cherry-pick.
70
tags
Atlas
Every topic, technology, and audience covered on this site.
Current focus
In the new role now: new growth, beyond mobile, fixed, and broadband. Building the product unit that goes looking for what comes next.
workWhere agentic AI stops being a demo and becomes operations.
trackingClaude Code in meetings, in the day job, in side projects. Pretty much everywhere.
toolsThe gap between knowing-what-to-build and being-able-to-build.
thinking