Jeju

v0.5.0 Feature

This release adds 3 notable features for engineering teams evaluating rollout.

Published 3d AI Agents & Assistants

✓ No known CVEs patched

✓ No known CVEs patched in this version

Topics

agent evolution go harness

Summary

AI summary

Updates examples, team, and runtime across a mixed release.

Type	Severity	Summary	CVE
Feature
Feature	Low	Adds GEPA-style pareto search strategy to evolve module Adds GEPA-style pareto search strategy to evolve module Source: llm_adapter@2026-06-10 Confidence: high	—
Feature	Low	Records team runs as trajectories in team component Records team runs as trajectories in team component Source: llm_adapter@2026-06-10 Confidence: high	—
Feature	Low	Tracks prompt cache hit tokens in runtime system Tracks prompt cache hit tokens in runtime system Source: llm_adapter@2026-06-10 Confidence: high	—
Feature	Low	Adds lead-worker agent teams to team framework Adds lead-worker agent teams to team framework Source: llm_adapter@2026-06-10 Confidence: high	—
Feature	Low	Implements token‑budgeted context compaction in runtime Implements token‑budgeted context compaction in runtime Source: llm_adapter@2026-06-10 Confidence: high	—
Feature	Low	Pins HotpotQA benchmark splits with an ID manifest in examples Pins HotpotQA benchmark splits with an ID manifest in examples Source: granite4.1:30b@2026-06-10-audit Confidence: low	—
Feature	Low	Optimizes code review team workflow in examples Optimizes code review team workflow in examples Source: granite4.1:30b@2026-06-10-audit Confidence: low	—

Full changelog

cb5e49e62a7168b9830328e7b5be3c262fc8242e feat(examples): pin hotpotqa benchmark splits with an id manifest
4b2a3bca734396ae713d95b1f5064a0f679edd9b feat(evolve): add GEPA-style pareto search strategy, validated on HotpotQA
6311ec7de8e1494aae2d93cb695c69a1cc833e9e feat(team): record team runs as trajectories
9c792496e09e7ccd248dd03ab6729ce86bbe91e5 feat(runtime): track prompt cache hit tokens
ea3591c87f5d3a954f1a457e2574377af00195f1 feat(examples): optimize code review team workflow
2ae02e7af23d8253efd5e9d3cb070621735e1ca4 docs: align agent instructions for Claude
93dfbfa1d5c81ae5ee6efe5b6624dc92aa67e829 Merge pull request #1 from cosmtrek/codex/agent-team-lead-worker
4c7a9335cad15e31c5c411ae4080063581e29173 feat(team): add lead-worker agent teams
042cf583f9affc208f1143df07457c10309106d7 feat(runtime): add token-budgeted context compaction