Learning Tracker

A shipped, public artifact demonstrating evals fluency. Certifications deprioritised.

11/13 Setup complete

Environment

DoneClaude Desktop + Chrome extension—

DoneConnected working folderDebut Project

DoneGit repo initialisedmain

DoneNode.jsv26.4.0

Donenpm — RemoteSigned11.17.0

DoneGit for Windows — PATH2.55.0

DoneClaude Code — PATH2.1.220

DoneGitHub remote + first pushrishabhj197/wip

DoneMonthly check-in prompt savedcheck-in.md

DoneDeploy host — auto on pushVercel

DoneCustom domainCloudflare

OpenCowork global instructions—

OpenLaptop bootstrap script<10 min

Environment complete 3 Aug 2026 — both "missing" tools were PATH issues, not absent installs. Hosting live 8 Aug 2026: Vercel + Cloudflare Registrar, CNAME unproxied so Vercel issues its own certificate.

The plan

01 · Done

Environment

Toolchain, git, hosting, domain. Laptop bootstrap outstanding.

02 · Next

MCP hands-on

Build and wire a server. Docs over video — the surface moves too fast.

Evals fluency

Error analysis, axial coding, LLM-as-judge, TPR/TNR. The core signal.

Case study

Ship it. The artifact is the point, not the knowledge.

Daily loop

cd "E:\Claude Cowork\Debut Project"The repo. Everything outside it dies with the session.

git add -A; git commit -m "msg"Commit locally. Cheap — do it often.

git pushTriggers a Vercel deploy. Live in ~30 seconds.

git pullBefore starting work on another machine.

Push from the desktop, not the Cowork sandbox — it reaches GitHub but forgets credentials each session.

Watch queue

Claude Agents Masterclass — Anthropic~2 hrs · May 2026. Built by a Claude Code engineer. Start here.

Why AI evals are the hottest new skillHusain & Shankar. Highest leverage, PM-framed, free.

Building More Effective AI AgentsOct 2025. Companion to the Stage 1 read — alongside, not instead.

MCP is the weak spot for video — courses go stale faster than they're re-recorded. Use the docs.

Reading queue

Stage 1 — Foundations

Stage 2 — Applied

Machines & recurring

PrimaryPersonal desktopcomplete

SecondPersonal laptopnot started

ReadOffice laptopno setup

MonthlyClaude check-in interviewnever run

Cowork sessions and files are server-side and travel across devices. Per-machine: Desktop install, local MCP servers, connected folders, Claude Code, Chrome extension.

Principles

Evals fluency + a shipped artifact beat certifications.
Sequence learning to produce artifacts, not just knowledge.

Reading recommendations: three maximum, targeted.
Nothing outside the connected folder survives the session.