• Building the missing toolbelt for Claude Code: captain-hook for declarative hooks, cc-pool for account pooling, cc-review for reviewing Claude's diffs in a PR-style web UI, cc-transcript for typed transcripts, and slop-cop to catch AI-flavored prose
• Converging those pieces into one session-activity platform — typed events and a decision ledger in cc-transcript, with captain-hook as its hook runtime — and building cc-orchestrate into a pure-Go CLI that runs fleets of agents across pluggable backends like cmux, superset, tmux, and zellij, each with an AgentProber liveness check for long-lived, keep-alive sessions — with cc-vigil, a transcript-oracle sleep inhibitor, keeping the Mac awake only while those agents are truly working
• Hard-cutting the whole cc-* fleet onto shared substrate: daemonkit for daemon lifecycle — the five-phase hard cut has landed as v0.21: wire, trust, and proc carved into internal packages, durable/ and launchd made public behind one macOS-only root Serve/Client/Control surface, one schema generating the frame codec for both Go and Swift behind a drift gate, and subprocess supervision exposed from a single implementation to both a serving daemon and a CLI with no daemon, socket, or wire at all — with no byte now reaching a peer whose code identity hasn't been judged. captain-hook, cc-pool, cc-notes, cc-interact, fusekit, cookiesync, synckit, cc-orchestrate, cc-present, and cc-review have all since moved onto it, each stating a deadline budget at every choke point, and their releases are macOS-only now because v0.21 compiles nowhere else; the bundle digest three of them once hand-copied is finally callable. v0.22 has since taken the socket path out of a spawned child's argv entirely — the child inherits its session on fd 3, business-lane only and refused the drain preamble, so nothing same-UID can race the bind — and made a business failure cross the wire as a typed error, so errors.Is(err, context.DeadlineExceeded) answers for the daemon's own deadline instead of the caller's; every daemon's private state moved out of ~/<Label> and under ~/.daemonkit/agents/<Label>, with fusekit first onto the release — and binrun for distribution, with every release gated on a tag resolving to one exact commit on main
• Running cc-sentiment, an open experiment in whether developer sentiment with Claude Code tracks the model, the tooling, or just the time of day
• Self-hosting yclaw, an always-on, reproducible Apple Silicon home server for the Nous hermes-agent — gVisor-sandboxed and tailnet-only, so the agent never touches your credentials
• Engineer & CEO at Aneta

• gpt-do ⭐ 211 — GPT-powered bash commands. Python
• summ ⭐ 152 — GPT-based Conversation Summarizer Python
• compress-gpt ⭐ 217 — Self-extracting GPT prompts for ~70% token savings Python
• anthropic-computer-use-modal ⭐ 49 — Anthropic Computer Use with Modal Sandboxes Python
• shamer ⭐ 37 — Code Coverage Gamified Python

Claude Code, continued

• cc-skills — the plugin marketplace where the whole toolbelt ships
• cc-guides — src→artifact doc rendering with embedded canonical fragments, keeping every repo's CLAUDE.md and AGENTS.md in sync
• cc-notes — a notes-and-tasks layer agents can actually use, now with a derived knowledge graph over everything they've recorded
• cc-runtime — a runtime that hands Claude Code its harness-injected tools, AskUserQuestion and friends
• cc-interact — the human-in-the-loop agent/daemon/web framework, pulled out of cc-review
• cc-present — ad-hoc live web artifacts for a session: approval boards and choices whose every click streams back to the agent
• cc-factory — a software factory where orchestrated agents plan, build, review, and ship
• cc-steer — learns how you steer Claude from past sessions, then does the steering for you
• cc-pane — one pane of glass over Claude Code and the whole cc-* toolbelt
• cc-sudo — sudo for Claude Code: one Touch ID tap per privileged command
• cc-patch — fast mode for Claude Code's delegated agents, re-applied automatically on every spawn

Taming long sessions

• cc-merge — a merge queue for the git worktrees where finished Claude outputs land
• cc-context — ccx, token-bounded codebase context for agents, with semantic search now running in-process instead of farmed out to semble
• cc-squash — augmented auto-compaction for marathon Claude Code sessions
• cc-vigil — a transcript-oracle sleep inhibitor that keeps your Mac awake only while Claude agents are truly working

Claude Code, off the clock

• getaway — plan award trips from Claude Code: sweeps seats.aero across 28 mileage programs and composes whole journeys, flights out and home plus hotel award nights via rooms.aero
• dailies — stop being your own cron job

Systems & libraries

• authkit — a signed macOS helper for Touch ID consent and Secure Enclave attestation, replacing the old cookiesync keyhelper
• fusekit — detached FUSE-T mount-holder and mount-lifecycle primitives for Go, now under cc-pool and cc-notes
• daemonkit — the durable daemon-lifecycle runtime the cc-* control planes now ride: detached spawns, codesign trust, and drain-on-upgrade
• binrun — fetch, verify, and exec the exact artifact a descriptor pins: release binaries, Python tools, signed apps — the shim the cc-* tools now ship behind
• semisweet — an async, in-memory semantic cache with pluggable backends
• experiment-at-home — the plumbing every local AI experiment rebuilds, built once: modal, mlx-lm, and tinker backends behind one registry
• spawnllm — call an LLM from any subshell: Claude, Codex, a local MLX model, or Apple's on-device Foundation Models
• pocket-llm — on-device LLM sessions for any browser: Chrome's Prompt API, WebLLM, or wllama, picked by feature detection, smallest model first

Cross-host sync

• synckit — the shared substrate the tools below build on: host mesh, a convergent registry, unix-socket RPC, and synckitd, the daemon they now ride
• reposync — your other machine already pulled: git checkouts kept in step across every host you work from
• cookiesync — your other Mac already did the 2FA: browser sessions moved between your own machines, consent gated behind Touch ID via authkit

Python, with fewer footguns

• python-defer — Go-style defer in Python, no decorators required
• python-secret-type — a rune-style secret type so credentials can't leak by accident
• docker-dsl — write multi-stage Dockerfiles as Python context managers
• bcferries — the Python client for BC Ferries schedules; proudly Canadian 🇨🇦

Earlier eras

• safemodels — cryptographic provenance proofs for model weights, before that was cool
• vc — the voting platform Dorm Room Fund used to pick its investments
• hifromtheotherside — fighting the echo chamber, one cross-aisle match at a time
• controlio — control your computer over SMS, 2014 edition

• 2026-08-17 cc-pool v0.66.0
• 2026-08-16 slop-cop v0.1.62 — added allow-unsigned-executable-memory, the entitlement wazero actually needs
• 2026-08-16 captain-hook v12.21.3 — repinned the publisher SHA the release contract asserts, and accepted the metadata version uv now emits
• 2026-08-16 cc-skills v1.10.0 — moved the codex lane onto daemonkit v0.21.4 and a stable daemon path, and covered its --owner routing
• 2026-08-04 cc-notes v0.51.1 — stated a deadline budget at every daemonkit entry point
• 2026-07-28 cc-context v0.39.0
• 2026-07-27 spawnllm v0.11.0 — added an Apple Foundation Models on-device backend and exact-model passthrough

Go          ████████████████████   35%
Python      ████████████████████   35%
Ruby        ██████░░░░░░░░░░░░░░   10%
Rust        ████░░░░░░░░░░░░░░░░    6%
Swift       ████░░░░░░░░░░░░░░░░    6%
TypeScript  ████░░░░░░░░░░░░░░░░    6%

Latest from Yasyf's Random Musings:

• Improving Claude Computer Use
• On Securing Model Supply Chains
• python 🤝 defer
• Haystack + Pinecone Hybrid Vectors
• CompressGPT: Decrease Token Usage by ~70%

Automate the boring parts, then automate the automation.