Continuous Executive Agent
A 24/7 coding agent

Jan 24 - May 31, 2026 · 374 commits · 16 releases · ran 24/7 for four months

incremental specs to build it: a dated spec and plan per release, ai-docs v1 through v3. dark factory when it ran: nobody watched the overnight builds.

A coding agent that runs around the clock under PM2. It selects work from a priority queue, spawns isolated workers, validates with deterministic verifiers, retries with a different strategy on each failure, and escalates to a human only when stuck.

This section goes release by release: a foundation era, an identity-and-multi-vendor era, and a memory era. Four months. The output repo ended up with thirty projects, most of them built overnight.

label
Lifetime metrics of the continuous agent
Lifetime, measured from its own ledgers
  • 571 worker contracts
  • 41 goals completed autonomously
  • 30 projects built
  • 3338 verifier runs
  • 8 human interventions, total
Counted from the append-only ledgers in the repo.

v1.0.0 → v3.0.0 · 16 tags

Release history

Dates from git tags. Summaries from the changelog.

id
p-cea-ladder
Era 1 · Foundation · Jan 24 - Feb 4
v1.0

Jan 24, 2026 · built in a single day

Foundation

The 8-phase executive loop. Two-repo architecture: the brain never receives worker output. A constitution of 8 immutable limits, including a $20/month spend cap. Contracts, deterministic verifiers, PM2, append-only ledgers.

v1.1

Jan 25, 2026

Intelligence

Goals over 100 turns auto-split into steps. Strategy rotation: every retry must try something different. Agentic diagnosis after three failures. The needs-you.md protocol: I answer in a markdown table, it notices within thirty seconds.

v1.2

Jan 28, 2026

Organization

Goal bundles: each goal a directory with its own prompt, machine-readable steps, contract log, and progress log. Workspace lifecycle drafts → ondeck → in-progress → completed, promoted by priority.

v1.3

Feb 4, 2026

Security

Three physically separated credential tiers with leak detection on every spawn. OAuth-first: the whole system runs on a Claude subscription, no API key.

Era 2 · Identity & Multi-Vendor · Mar 29 - Apr 19
v2.0

Mar 29, 2026

Identity: the agent gets its own accounts

Its own Gmail: it receives goals by email. Its own Discord: it reports completions and blocks. Skills and playbooks with a track record: every skill carries a success rate. A read-only dashboard. I became a guest in my agent's workspace.

v2.1

Apr 1 - 5, 2026

Multi-vendor: the bake-off

A vendor abstraction layer: Claude, OpenAI Codex, and Kimi workers behind one interface. Then the experiment: the same finance-dashboard spec run across all four vendor modes, deployed live, and scored by the harness itself.

v2.2

Apr 12, 2026

Harness framework

Three multi-agent plan-then-build pipelines became first-class citizens, runnable standalone or driven by the executive. 105 passing tests; the whole orchestrator exercised end-to-end in about a second with zero API calls.

v2.3-2.4

Apr 18 - 19, 2026

Build targets & hard lessons

Worktree isolation per project. Progressive skill disclosure with a verifier that fails a contract if a required skill was never consulted. And a favorite war story: a prompt saying "No UI, no database" got post-processed into a plan whose step zero provisioned database tables. The hallucinating prerequisite-inserter was found and fixed.

Era 3 · The Second Brain · May 16 - 31
v3.0

May 31, 2026

Memory

A mem0-backed second brain. Five memory types, five lifecycle hooks, memory packs baked into each worker's context, ~134 memories backfilled. Git stays canonical: if the store and the repo disagree, the repo wins. The riskiest hook stayed off until the memories earned trust.

Apr 6, 2026 · demoed live at AI Tinkerers Columbus

The multi-vendor bake-off

Same spec, four vendor modes, seven verifiers each. The harness did the scoring.

Demoed on the running system, no slides. One night that week the ledger shows Codex finishing its build and passing validation at 3:56 AM, with nobody awake. The demo video shown was produced by the agent end to end: 81 seconds, zero keystrokes.

"Is it perfect? No. Is it close? Also no. But I'm proud of where it's at."

id
p-cea-bakeoff
label
Multi-vendor bake-off scores out of 130
replay
Replay the bake-off bars
max
130
Same spec · four vendor modes · scored /130 by the harness
OpenAI Codex
115
Kimi K2.5 CLI
92
Claude
88
Kimi Wire
87
All four deployed live from the agent's own output repo.
↻ replay

AI Tinkerers Community Spotlight graphic: a black and gold halftone portrait of Jack, arms crossed, with the text Top Global Demo, number one top pick, my own version of OpenClaw focused on 24x7 development, Columbus, April 20, 2026.

Two weeks later, AI Tinkerers picked the demo as their #1 top pick globally that week and made this graphic. Their design, not mine.

Mar - Apr 2026 · the identity era, up close

Its own Gmail, Discord, and Notion

An always-on agent needs its own accounts, not borrowed ones.

It receives goals by email and reports to its own Discord channel. I am a guest in the agent's workspace, and the working rhythm is reading the overnight commits in the morning. Human interaction is markdown files, not a chat box waiting for input.

Discord workspace owned and operated by the autonomous agent, posting its own status updates

The agent's own Discord. I read it like a colleague's channel.

id
p-cea-identity

Hand-drawn architecture diagram of Continuous Executive Agent v2.1: executive brain, multi-vendor worker execution, and self-correcting feedback loop

The v2.1 system map, hand-drawn: executive brain, worker execution, feedback loop.

May 31, 2026 · v3.0 · the closing release

The agent gets a second brain

Storage is the easy half. Retrieval decides whether a memory was ever real.

Five memory types, from immutable principles to reflective lessons. Workers never touch the store: they get a curated, two-thousand-token memory pack baked into their context. The best war story is the silent bug: an empty-string config value made every single write fail while the logs said "ok." Found, fixed, and the logging redesigned so a total failure can never look like success again.

Diagram of the memory system's write path (hooks feed a harvester that validates and writes to mem0) and read path (a reader runs natural-language searches and builds memory packs)

The write path and the read path. One writer, one reader, no agent scribbles wherever it wants.

id
p-cea-brain
label
Where the continuous agent story goes next
Where it went next

The roadmap said multi-agent

The v3.0 deck closes with "Multi-Agent (V4.0): parallel agents, partitioned scope." That version was never tagged here.

It shipped as a different repo

Five weeks after v3.0, Anima Mesh's first commit landed. The founding document names this system as its predecessor. The monolith's V4 is the mesh at the top of this page.

All projects