This release adds 2 notable features for engineering teams evaluating rollout.
✓ No known CVEs patched in this version
Topics
Summary
AI summaryUpdates Quick Start (sage-gui) ```bash, v8.3, and sage-gui across a mixed release.
Changes in this release
| Type | Severity | Summary | CVE |
|---|---|---|---|
| Feature | Low |
Adds verdict-correctness EWMA and corroboration into consensus logic. Adds verdict-correctness EWMA and corroboration into consensus logic. Source: llm_adapter@2026-05-29 Confidence: high |
— |
| Feature | Low |
Adds vstats persistence for EWMA and corroboration metrics (no wire-up). Adds vstats persistence for EWMA and corroboration metrics (no wire-up). Source: llm_adapter@2026-05-29 Confidence: high |
— |
| Feature | Low |
Adds app‑v4 fork‑gate plumbing without altering behavior. Adds app‑v4 fork‑gate plumbing without altering behavior. Source: llm_adapter@2026-05-29 Confidence: high |
— |
| Dependency | Low |
Updates SDK dependency from version 8.2.1 to 8.3.0. Updates SDK dependency from version 8.2.1 to 8.3.0. Source: llm_adapter@2026-05-29 Confidence: high |
— |
| Other | Low |
Adds end‑to‑end acceptance test for PoE signals across app‑v4 activation. Adds end‑to‑end acceptance test for PoE signals across app‑v4 activation. Source: llm_adapter@2026-05-29 Confidence: low |
— |
Full changelog
SAGE v8.3.0
Sovereign Agent Governed Experience — persistent, governed memory for AI agents.
Quick Start (sage-gui)
# Download and extract for your platform, then:
./sage-gui setup # Interactive setup wizard
./sage-gui serve # Start your personal memory node
See the README for full documentation.
Changelog
- 91613c58a3d44bf8d105983fca785f01d5392ef2 Merge v8.3-dev: real PoE signals — verdict-correctness EWMA + corroboration (v8.3.0)
- 053a8173eb8bf387528329595b5309973537f0ab docs(v8.3): real accuracy + corroboration; bump SDK 8.2.1 -> 8.3.0
- cdba53c8f220a499130dae3cdda4489dcf824117 feat(v8.3): app-v4 fork-gate plumbing (no behavior change)
- 72121c4b9ae6ebcc55f4ed99e1646d133273085c feat(v8.3): vstats EWMA/corroboration persistence (no wire-up)
- 5101be0fd79852a18302b618f0cf8f541c9f050a feat(v8.3): wire verdict-correctness EWMA + corroboration into consensus
- a7188c36b9b08abacb40940dd916f5c76832b87b test(v8.3): end-to-end PoE-signals acceptance across app-v4 activation
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About l33tdawg/sage
Institutional memory for AI agents with real BFT consensus. 4 application validators vote on every memory before it's committed — no more storing garbage. 13 MCP tools, runs locally, works with any MCP-compatible model. Backed by 4 published research papers.
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Beta — feedback welcome: [email protected]