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Jovancoding/Network-AI

v5.4.4 Bugfix

This release fixes issues for SREs watching stability and regressions.

Published 21d MCP Developer Tools
✓ No known CVEs patched
Read the diff → Tool health → What is this tool? →

✓ No known CVEs patched in this version

Topics

agent-framework agent-orchestration ai-agents autogen blackboard blackboard-architecture
+14 more
crewai hermes hermes-agent langchain llm mcp multi-agent nemoclaw nodejs openclaw orchestration rlm typescript workflow-engine

Affected surfaces

breaking_upgrade

ReleasePort's take

Light signal
editorial:auto 13d

The release v5.4.4 fixes a missing `import os` in `scripts/swarm_guard.py`, resolving a startup NameError that disabled budget and health‑check guards.

Why it matters: Patch to v5.4.4 immediately if your deployment uses swarm_guard.py; the fix prevents a critical startup failure causing guard disablement.

Summary

AI summary

Fixed missing import os in scripts/swarm_guard.py that caused a startup NameError disabling budget and health‑check guards.

Changes in this release

Bugfix Medium

Missing `import os` in scripts/swarm_guard.py fixed, preventing startup NameError and disabling guards.

Missing `import os` in scripts/swarm_guard.py fixed, preventing startup NameError and disabling guards.

Source: llm_adapter@2026-05-21

Confidence: high

 —
Full changelog

Network-AI v5.4.4 — Fix missing import os in swarm_guard.py (ClawHub ASI08)

Fixed

  • import os missing in scripts/swarm_guard.py — os.environ.get("NETWORK_AI_ENV", "") was called before os was imported, causing a NameError on startup and silently disabling all budget and health-check guards. This was flagged as ClawHub ASI08 (Cascading Failures).

Notes (by design — will always recur on scan)

  • ASI03 Advisory token identity — grant tokens are advisory only, not authenticated credentials. Use real platform auth + human approval for sensitive resources.
  • ASI06 Persistent context poisoning — _validate_context() runs injection detection before inject; do not store secrets in data/; clear between projects.
  • ASI07 Inter-agent communication boundary — blackboard is local file-based; run in a trusted workspace with restricted data/ permissions.

Stats

  • 29 test suites, 2,976 passing assertions (unchanged)
  • Zero TypeScript compile errors

Full Changelog

https://github.com/Jovancoding/Network-AI/blob/main/CHANGELOG.md

View diff on GitHub

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About Jovancoding/Network-AI

Multi-agent orchestration MCP server with race-condition-safe shared blackboard. 20+ MCP tools: blackboard read/write, agent spawn/stop, FSM transitions, budget tracking, token management, and audit log query. `npx network-ai-server --port 3001`.

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Related context

Beta — feedback welcome: [email protected]