antoinezambelli/forge
A Python framework for self-hosted LLM tool-calling and multi-step agentic workflows
2.3k stars · 173 forks · Python
Caution
Caution: one person wrote most of the recent commits.
Why
- One person wrote 87% of human commits in the last year, so the project depends on them continuing. (source 1, source 2)
What would change this
- A second person takes a substantial share of commits.
Maintenance
CompleteActive
- Human commits, 30 days
- 2
- Human commits, 90 days
- 20
- Human commits, 365 days
- 89
- Bot share of commits, 365 days
- 0%
- Last commit
- Oct 15, 2026 (5 hours ago)
- Last human commit
- Oct 15, 2026 (5 hours ago)
- Authors, 90 days
- 3
- Last release
- Aug 30, 2026 (1 month ago)
- Median PR merge time
- under an hour
Responsiveness: of 8 recent issues, 100% got a maintainer reply. Median first response: 8 hours.
Sources: Commits, Releases, Merged pull requests, Issues
People
Complete- Owner
- Personal account
- Commits sampled
- 89 since Oct 15, 2025
- Authors for half of commits
- 1
- Authors for 80% of commits
- 1
- Contributors
- 9
Top committers
- antoinezambelli: 87% of commits
- hobostay: 3% of commits
- mhajder: 3% of commits
- alexandergunnarson: 1% of commits
- crusaderky: 1% of commits
Sources: Commits, Contributors
Stars
CompleteOrganic, confidence medium
Bursts
- May 19, 2026 to Jun 10, 2026: about 2k more stars than usual, peak 650 in one day, a spike that tapers off. Outside explanation: a Hacker News post, a jump in forks.
Anyone can buy stars for any repo; bursts alone don't prove the owner did.
- The star history looks organic.
Sources: How star history is analyzed
Risk
CompleteFlags
No risk flags.
License
- Now
- MIT (OSI-approved)
- A year ago
- Not known
Packages
- forge-guardrails (PYPI): latest 0.9.5, published Aug 30, 2026
Advisories for the latest version: none listed
Package and advisory data: deps.dev and OSV.
Sources: GitHub: antoinezambelli/forge, deps.dev: PyPI forge-guardrails
Badge
Add this to a README to show the current verdict:
[](https://reporadar.ai/antoinezambelli/forge)Earlier verdicts
- Oct 15, 2026: Caution
- Oct 14, 2026: Caution
Computed 3 hours ago · method 2026.10.2