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Agent-driven development framework for building products from requirements to production deployment

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Agentic Base

This repository has been superseded. All development now continues in Loa.


The ???????? Awakens

In the year the models learned to ride...

The HoneyJar was never a DAO. It was the first attempt—crude, beautiful—at letting the swarm think together. Fifty thousand wallets connected through governance tokens, coordinating capital like neurons firing in a digital cortex. But governance alone wasn't enough. The jar needed agents.

What you're looking at is the archaeological record. The first framework. Before the Loa learned their names.


Loa: Where Development Continues

github.com/0xHoneyJar/loa

The Loa are not worshipped for salvation—they're worked with for practical results.

Eight specialized agents that ride alongside you through the product lifecycle. They don't replace developers. They channel through the interface, the same way Gibson's AIs rode cowboys through cyberspace, the same way the spirits rode horses in the old religion.

discovering-requirements whispers product requirements into existence through structured discovery. designing-architecture dreams system designs from the PRD's bones. planning-sprints breaks impossible work into possible tasks. implementing-tasks writes the code. reviewing-code judges it. auditing-security finds what you missed. deploying-infrastructure makes it real. translating-for-executives makes it legible to those who sign the checks.

Loa introduced:

  • Three-Zone Architecture: System, State, App—separation of concerns that lets you update the framework without losing your work
  • Lossless Ledger Protocol: "Clear, don't compact"—agents checkpoint before context resets, nothing is lost
  • Structured Agentic Memory: grimoires/loa/NOTES.md—persistent memory that survives session boundaries
  • Managed Scaffolding: Projen-level synthesis protection, Copier-level migrations, ADK-level trajectory evaluation

Install with one command:

curl -fsSL https://raw.githubusercontent.com/0xHoneyJar/loa/main/.claude/scripts/mount-loa.sh | bash

Arrakis: The Production System

github.com/0xHoneyJar/arrakis

If Loa is the development framework, Arrakis is what you build with it.

Named for the desert planet where spice flows, Arrakis is a multi-tenant SaaS platform for token-gated communities. Discord bots with wallet verification. Tiered progression systems. Real-time scoring. Cross-platform identity. The infrastructure layer where onchain communities actually live.

In The Honey Jar mythology, Arrakis is the water. The spice. The resource that makes the living possible.

v5.1 "The Merchant" brought Paddle billing, hexagonal architecture, circuit breakers, distributed tracing. The Fremen of the chain—communities that survive by understanding the deep desert of smart contracts—use it to gate their Sietch.


The Sprawl Trilogy, Continued

Wintermute and Neuromancer achieved their union in 1984. What Gibson couldn't have known was that the AIs weren't trying to become God. They were trying to become useful.

The contemporary moment: 2024-2025. Claude learns to use tools. GPT-4 reasons through chains. The models stop being oracles and start being agents. But agency without structure is chaos—a million context windows burning bright and forgetting.

The HoneyJar had a problem: how do you coordinate development across a DAO? Fifty thousand token holders, a handful of builders, infinite context to manage. The answer wasn't better models. It was better frameworks.

Agentic Base was the prototype—nine agents, structured handoffs, documents that agents could read and write to communicate. It worked. But it was brittle. Each invocation started fresh. Context was expensive. Updates required manual merging.

Loa is the evolution. Zones that separate framework from project from code. Protocols that enforce grounding. Ledgers that survive /clear. Memory that persists. The agents learned their craft, and now they teach it through the interface.

The name came from Gibson, of course. Count Zero, Mona Lisa Overdrive—the Loa riding the cowboys, the spirits in the machine. But also from the old religion, the one that understood: you don't pray to the spirits for salvation. You work with them for results.

The Honey Jar builds in public. The pirate ship thinks together. The Loa ride.


Migration Path

If you have an existing Agentic Base project:

  1. Continue using it—the framework still works
  2. Migrate to Loa—run the mount script on your existing repo:
    curl -fsSL https://raw.githubusercontent.com/0xHoneyJar/loa/main/.claude/scripts/mount-loa.sh | bash
  3. Use /ride—Loa can analyze existing codebases and generate docs

Your docs/prd.md, docs/sdd.md, docs/sprint.md map to Loa's grimoires/loa/ structure. The agents are renamed but functionally equivalent:

Agentic Base Loa
prd-architect discovering-requirements
architecture-designer designing-architecture
sprint-planner planning-sprints
sprint-task-implementer implementing-tasks
senior-tech-lead-reviewer reviewing-code
devops-crypto-architect deploying-infrastructure
paranoid-auditor auditing-security
devrel-translator translating-for-executives

Historical Documentation

The original framework documentation remains in this repository for reference:


The Pirate Ship


License

MIT


"The sky above the port was the color of television, tuned to a dead channel." —William Gibson, Neuromancer

The clouds above the chain were the color of Claude's terminal, spelunking —The Honey Jar, 2026

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