Timeline

A new style of working with AI has been clicking for me lately: keeping several projects open at once, letting the main agent spawn off sub-agents per project, then hopping between them as work lands.

The glue is AGENTS.md and CLAUDE.md in each repo, which keeps every spawned agent oriented to that project's conventions while I focus on the next handoff. The loop in each project stays the same: pick a feature, write tests, document progress and findings as it goes, commit atomically.

It is genuinely engaging, more like conducting than coding, but it burns through tokens fast, especially on top-tier models like Opus 4.7 or GPT 5.5.

A few cost-saving strategies I've landed on: drop to lower-tier models where the work allows; instead of paying for the $100 tier at a single provider, take the $20 tier at both OpenAI and Anthropic and run them side by side; and lean into the fact that each model has its own strengths and weaknesses, just like any tool. It's the vim vs emacs thing again. There is no single best editor, only what suits the job in that moment (I use both, with evil-mode in Emacs as the vim layer).

I shipped v2026.05.2 of dotfiles as a follow-up polish pass on yesterday's tmux and Emacs reset.

This release adds a basic macOS Ghostty config, restores a bunch of the small Spacemacs habits I still wanted like fuzzy M-x, Helm buffer switching, avy motion, kj insert escape, project ripgrep search, restart and pasteboard bindings, plus YAML mode for config editing.

I also tightened the repo's own agent and release docs with AGENTS.md, CLAUDE.md, and a clearer note that these tags are chronological snapshots rather than semver, which makes the setup feel more intentional and easier to keep evolving.

I published My AI-Assisted Terminal Setup: Subspace Emacs and a Tmux Layout Shortcut, the fuller write-up that ties together the tmux 70/20/10 layout and the move off Spacemacs into Subspace Emacs. It covers how Claude and Codex split the work between research and implementation, the tmux-as-TDD-harness approach that unblocked the layout binding, and the tmux/tmux#1839 discovery that finally let swap-pane preserve zoom state. This supersedes the two narrower notes from earlier today.

I published Building a Lightweight Emacs Config After Spacemacs, the fuller write-up I promised when I shipped the dotfiles update earlier today. It walks through why I left Spacemacs, what I kept (Evil, leader keys, Magit, Helm-style tracked file finding, early theme loading), and how the new ~/.emacs.d is organized as a small set of explicit modules instead of a framework.

I shipped v2026.5.1 of dotfiles, which pairs a nicer tmux workflow with the move away from the old Spacemacs setup into a smaller hand-rolled Emacs config. The tmux side gives me a one-keystroke 70/20/10 vertical layout plus a safe top-and-middle pane swap, while PR #2 keeps the core editor ergonomics I care about like Evil, leader keys, Magit, Helm-style tracked file finding, and early theme loading without the extra framework machinery. This is the point where the repo feels easier to understand and own, and I want to do a fuller write-up on the tmux and "Subspacemacs" workflow soon.

Published Tmux 70/20/10 Layout Shortcuts, a note about building a one-keystroke tmux layout that creates a stable 70/20/10 vertical stack and only allows pane swapping when the window is explicitly tagged as that layout. The useful part was not just the final run-shell binding, but the testing approach: using detached tmux sessions plus list-keys, list-panes, and show-options as a lightweight TDD harness before touching the real config. This is one piece of a broader terminal and editor workflow cleanup, and I want to write that larger tmux plus lightweight Emacs story up properly soon.

Published AgentOS: The Agent Environment That Gets Smarter As You Build, a post about the project environment I am building around AI agents so a fresh session does not have to rediscover the same context every time.

It uses ProjectSpire as the working example: instructions as project memory, plans for intent, Captain Logs for collaboration taste, devlogs for technical history, and skills or workflows for repeated mechanical steps.

The useful idea is that the repo should accumulate context as it is used, so the human still supplies the judgment, but the surrounding system gets better at carrying that judgment forward.

Published The Accelerated Speed of Creation, a reflection on how much faster the path from thought to shipped artifact has become with coding agents handling the translation layer around writing, blog workflow, and routine Git operations. I also kept the earlier Encoding My Blog Workflow for Coding Agents draft as a note rather than a post, because it was useful and concrete but still did not meet my standard for what the real piece needed to be.

I split the blog editing rules into repo-local skills in 22c4d7d. post-and-note-workflow now makes the timeline-entry rule explicit, while frontmatter-editing routes posts/, notes/, and timeline/ to canonical front matter docs instead of burying that guidance in CLAUDE.blog.md. I also cleaned up timeline-entry so its tag guidance matches the repo defaults.

I published Smart AI Token Consumption as a note on matching model choice to task complexity instead of defaulting to the biggest model. It captures the split I keep using in practice: light models for mechanical work, stronger reasoning only when the problem actually needs it.

I moved the timeline-entry workflow into a repo-local skill in f7fceef. It now sits at .claude/skills/timeline-entry/SKILL.md, with the date/time quoting rules, status tags, and commit-based workflow close to the files it writes.

I published The Limits of AI and Where Humans Shine — a devlog about a tiny timeline sorting bug that turned into a useful comparison between AI confidence, runtime verification, and human judgement. It follows the fix from plausible-but-wrong timestamp changes to a quoted-date guard that keeps the timeline honest.

I added a /release skill to 11ty-subspace-builder in f1cb3a3. It captures the release ritual in one place: choose the semver bump, update package.json, commit chore: release vX.Y.Z, push, and create the GitHub release with the right title, body, and compare link.