AI Coding Assistants

Zeroshot

Your autonomous engineering team in a CLI for production-grade code generation.

Status
Generally available
Last checked
Checked · Oct 16, 2026
License
Open source
Pricing
Free tier · from $0
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What it is

Point Zeroshot at an issue and it generates production-grade code using Claude Code, OpenAI Codex, OpenCode, and Gemini CLI. Ideal for developers looking to automate coding tasks with AI.

Zeroshot stands out by offering an autonomous engineering team in a CLI format, enabling developers to generate production-grade code from issue descriptions with minimal intervention.

When it fits — and when it doesn’t

A good fit for

  • Developers who need to quickly generate production-quality code from issue descriptions.

  • Teams looking to integrate AI into their development workflows for efficiency.

Look elsewhere if

  • Projects requiring real-time interaction with the AI model, as Zeroshot operates in a CLI environment.

  • Users without access to the necessary computational resources to run AI models locally.

Known weaknesses

Each one links to the public issue, changelog or docs page it came from, where we have one.

  1. 01

    Limited support for non-Python languages

    Primary language is Python, and while other languages might be supported via community efforts, they are not officially maintained

  2. 02

    Performance issues with large codebases

    Generating production-grade code for large projects can lead to significant delays due to API limitations and processing overhead

What it does well

  • Generates production-grade code from issue descriptions.

  • Supports multiple AI models including Claude Code, OpenAI Codex, and Gemini CLI.

  • CLI-based for easy integration into developer workflows.

Pricing

Free tier
YesOpen source — free to use
Paid from
$0
Model
Flat rate
Enterprise plan
No

Pricing not independently confirmed — check the vendor’s page.

Performance benchmarks

How Fast Is It?

Set up Zeroshot

Setup steps, common gotchas and what to check after 30 days.

Open the setup guide →
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