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what is blizzard fr?

paul-gross/blizzard — explained in plain English

Analysis updated 2026-05-18

0PythonAudience · developerComplexity · 4/5Setup · moderate

tl;dr

A platform that manages fleets of autonomous AI coding agents, handling task assignment, review, delivery, and spend limits around their work.

vibe map

mindmap
  root((Blizzard))
    What it does
      Assigns tasks to agents
      Reviews and delivers work
      Recovers from failures
    Tech stack
      Python
      SQLite or Postgres
      Angular frontend
    Use cases
      Run many coding agents at once
      Cap AI spend per task
      Watch progress on a dashboard
    Audience
      Developers
      AI engineers
    Design
      No per project config
      No build or test runner
      Agents read their own repo

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what do people make with this?

VIBE 1

Orchestrate a fleet of autonomous AI coding agents across multiple repositories

VIBE 2

Track and cap how much money or tokens a fleet of agents spends

VIBE 3

Watch agent progress and approve decisions through a web dashboard

VIBE 4

Recover automatically when an agent's task is interrupted mid-run

what's the stack?

PythonSQLitePostgresAngular

how it stacks up fr

paul-gross/blizzard0xallam/my-recipe0xhassaan/nn-from-scratch
Stars00
LanguagePythonPythonPython
Last pushed2022-11-22
MaintenanceDormant
Setup difficultymoderatemoderatemoderate
Complexity4/52/54/5
Audiencedevelopergeneraldeveloper

Figures from each repo's GitHub metadata at analysis time.

how do i run it?

Difficulty · moderate time til it works · 30min

Requires Python 3.12 or newer, installed from a downloaded release wheel rather than a package index.

The README does not state a license, so its usage rights are unclear.

in plain english

Blizzard is a platform for managing large groups of AI coding agents working on their own. It handles the parts of the process around the actual coding work: taking in tasks, deciding which agent handles which task, giving each agent its own workspace, checking whether the result is acceptable, delivering the finished work, and recovering cleanly if anything gets interrupted along the way. It also tracks how much each attempt costs in tokens and money, and can set spending limits so a fleet of agents does not run up an unexpected bill. The project is intentionally narrow about what it does. It does not build code, run tests, or review code itself. Instead, it assumes each AI agent is capable enough to figure out how a given codebase builds and tests itself once it is dropped into that codebase's workspace. Because of this, Blizzard has no per project configuration or settings describing how a specific codebase works. Those answers are expected to live in the codebase itself, where the agents can read them directly. Blizzard ships as a single installable package containing everything needed to run it: a hub program that coordinates work, a runner program that supervises individual agents, a command line tool, and a web dashboard for watching progress, all bundled together so no separate JavaScript tooling is required. It uses a simple SQLite database by default, though a more powerful Postgres database can be configured instead. Setting it up involves downloading a prebuilt package from the project's GitHub releases page and installing it with Python's package installer, since there is no separate download index for it yet. After installing, a single command starts the hub, which serves both the coordination service and the web dashboard on a local address. The project also maintains an extensive automated test suite covering realistic end to end scenarios, such as an agent asking a human a question mid task or a human approving a decision before work continues. The README does not mention which license covers the project.

prompts (copy fr)

prompt 1
Walk me through installing Blizzard from a GitHub release and starting the hub locally.
prompt 2
Explain how Blizzard decides an agent's work is acceptable before delivering it.
prompt 3
Help me understand why Blizzard has no per-project configuration for how a codebase builds or tests.
prompt 4
Describe how Blizzard's spend caps and kill-switch work to control AI costs.

Frequently asked questions

what is blizzard fr?

A platform that manages fleets of autonomous AI coding agents, handling task assignment, review, delivery, and spend limits around their work.

What language is blizzard written in?

Mainly Python. The stack also includes Python, SQLite, Postgres.

What license does blizzard use?

The README does not state a license, so its usage rights are unclear.

How hard is blizzard to set up?

Setup difficulty is rated moderate, with roughly 30min to a first successful run.

Who is blizzard for?

Mainly developer.

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