SOLE CODING / practical software craft
All Work

WORK ITEM · 2026

AI Coding Workspace

Client
Personal R&D
Role
AI System
Year
2026
Outcome
Active prototype — validating a daily loop from goal to shipped diff.

A focused development environment for pairing with coding agents, reviewing changes, and keeping project context visible from plan to shipped diff.

Architecture

  • IDE Context — Files, issues, repo map
  • Agent Runtime — Plans, patches, checks
  • Review Queue — Diffs, risks, decisions
  • Knowledge Log — Notes, patterns, reuse

Timeline

  • Q1 2026 — Context map — Repo indexing and project memory.
  • Q2 2026 — Agent loop — Plan, patch, verify, review.
  • Q3 2026 — Media capture — Attach screenshots and decisions.
  • Q4 2026 — Reusable system — Promote repeated workflows.

Status

Currently validating the daily loop: start with a goal, generate a plan, implement with checks, and preserve decisions as reusable context.