brekkylab/ailoy

Sign in to follow View on GitHub

AI agent builder with a VM at its heart. Every agent gets its own microVM sandbox to install software, run code and use the GPU in. Python, Node.js and Rust.

Is brekkylab/ailoy beginner-friendly?

In the last 30 days, brekkylab/ailoy merged 24 of 29 pull requests from outside contributors, and its maintainers usually reply within 1 day. No beginner-friendly issue is open right now; the list below has the other issues we hold for it.

Stars
156
Forks
8
Open beginner issues
0
Indexed issues
37
Avg merge
1d 20h
Merged PRs (30d)
55
Dominant language
Rust
License
Apache-2.0
Last GitHub push
Nov 2, 2026
Latest indexed
Oct 6, 2026
Contributing guide
Code of conduct
Beginner labels
good first issue

How to contribute to brekkylab/ailoy

  1. Read the contributing guide first: it says how the maintainers want changes proposed, tested and reviewed.
  2. Read its code of conduct: it covers issues and pull requests as well as chat.
  3. Your contributions will be published under the project's Apache-2.0 license.
  4. Follow the repository to hear when a new beginner-friendly issue opens, or look through the other issues below.
Beginner friendly Everything
Open All

Issues somebody may already be working on are listed last. List everything by date

  • Rust has no `infer_stream` fallback
    Open
    • Is something wrong?
    area:models enhancement

    Difficulty 2/5 1-3 hours Newbie friendliness 76/100

    brekkylab/ailoy#577 ·

    Maintainers usually reply within 1 day

  • Tool failure results differ by language
    Open
    • Is something wrong?
    area:tools enhancement User API

    Difficulty 5/5 Over a week Newbie friendliness 35/100

    brekkylab/ailoy#576 ·

    Maintainers usually reply within 1 day

  • Rust `Agent::run` doesn't accept a string
    Open
    • Is something wrong?
    area:agent binding:node binding:python enhancement User API

    Difficulty 2/5 1-3 hours Newbie friendliness 78/100

    brekkylab/ailoy#575 ·

    Maintainers usually reply within 1 day

  • Move binding-only logic into the crate
    Open
    • Is something wrong?
    binding:node binding:python enhancement User API

    Difficulty 4/5 3-5 days Newbie friendliness 45/100

    brekkylab/ailoy#574 ·

    Maintainers usually reply within 1 day

  • CI that tests code in Pull requests
    Open
    • Is something wrong?
    ci

    Difficulty 4/5 3-5 days Newbie friendliness 55/100

    brekkylab/ailoy#570 ·

    Maintainers usually reply within 1 day

  • Revise `system_tools()`
    Open
    • Is something wrong?
    area:tools needs-design refactor

    Difficulty 5/5 Over a week Newbie friendliness 25/100

    brekkylab/ailoy#557 · 1 reaction ·

    Maintainers usually reply within 1 day

  • docs: quick-start examples don't run as written (Node.js, Rust)
    Open
    • Is something wrong?
    docs

    Difficulty 3/5 1-2 days Newbie friendliness 65/100

    brekkylab/ailoy#548 ·

    Maintainers usually reply within 1 day

  • [Restore] Clear history feature
    Open
    • Is something wrong?
    area:agent binding:node binding:python enhancement needs-design User API

    Difficulty 4/5 3-5 days Newbie friendliness 48/100

    brekkylab/ailoy#544 ·

    Maintainers usually reply within 1 day

  • Build an agent from one serialized config(spec)
    Open
    • Is something wrong?
    area:agent enhancement

    Difficulty 5/5 Over a week Newbie friendliness 35/100

    brekkylab/ailoy#489 ·

    Maintainers usually reply within 1 day

  • Add an `ask_user` tool for asking the user mid-turn
    Open
    • Is something wrong?
    area:tools enhancement

    Difficulty 5/5 Over a week Newbie friendliness 35/100

    brekkylab/ailoy#487 · 1 comment ·

    Maintainers usually reply within 1 day

  • Daemon design
    Open
    • Is something wrong?
    enhancement needs-design

    Difficulty 5/5 Over a week Newbie friendliness 25/100

    brekkylab/ailoy#481 ·

    Maintainers usually reply within 1 day

  • Agent Automation
    Open
    • Is something wrong?
    area:agent enhancement needs-design

    Difficulty 5/5 Over a week Newbie friendliness 25/100

    brekkylab/ailoy#477 ·

    Maintainers usually reply within 1 day

  • [ADD] Basic Feature Examples
    Possibly taken Open
    • Is something wrong?
    docs enhancement examples good first issue

    brekkylab/ailoy#543 · 1 reaction · 1 assignee ·

    Maintainers usually reply within 1 day

  • Guide page for memory: what is saved, search_history, the profile and conversation_id
    Possibly taken Open
    • Is something wrong?
    docs

    Difficulty 4/5 1-2 days Newbie friendliness 48/100

    brekkylab/ailoy#521 · 1 assignee ·

    Maintainers usually reply within 1 day

  • Generate images through OpenAI and Gemini
    Possibly taken Open
    • Is something wrong?
    area:models enhancement needs-design

    Difficulty 5/5 Over a week Newbie friendliness 25/100

    brekkylab/ailoy#507 · 1 assignee ·

    Maintainers usually reply within 1 day

  • Run any OpenAI-compatible server through the vLLM backend, and say so in the guide
    Possibly taken Open
    • Is something wrong?
    area:models enhancement needs-design

    Difficulty 5/5 Over a week Newbie friendliness 35/100

    brekkylab/ailoy#505 · 1 assignee ·

    Maintainers usually reply within 1 day

  • Bring local model inference back, through llama.cpp
    Possibly taken Open
    • Is something wrong?
    area:models enhancement needs-design

    Difficulty 5/5 Over a week Newbie friendliness 25/100

    brekkylab/ailoy#503 · 1 assignee ·

    Maintainers usually reply within 1 day

  • Restore tool result streaming: a tool's result arrives as deltas while the tool runs
    Possibly taken Open
    • Is something wrong?
    area:agent area:tools binding:node binding:python enhancement

    Difficulty 5/5 Over a week Newbie friendliness 12/100

    brekkylab/ailoy#499 · 1 assignee ·

    Maintainers usually reply within 1 day

  • Revise `memory`
    Possibly taken Open
    • Is something wrong?
    area:memory enhancement

    Difficulty 5/5 Over a week Newbie friendliness 12/100

    brekkylab/ailoy#483 · 1 assignee ·

    Maintainers usually reply within 1 day

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.