Swarms ↗

Python · multi-agent framework

Three upstream fixes: per-task conversation isolation for concurrent AgentRearrange runs, MajorityVoting configuration validation, and agent removal by name in SocialAlgorithms.

3 merged PRs · shipped in v15 “Akira” ↗ · named release contributor

All three shipped in Swarms v15 “Akira” (Sep 1, 2026), where I’m listed among the release contributors.

PreMan SDK ↗

TypeScript · API reliability SDK

Added deterministic state assertions and fail-closed, read-only HTTP probes for verifying external system state, with structured passed / failed / error evidence and credential-safe configuration.

merged upstream · documented in the SDK README ↗

Merged Aug 12, 2026 in PR #26, and still documented in the SDK README.