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v5.13.0 — Model-Interaction Lifecycle Governance

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@Jovancoding Jovancoding released this 26 Jun 17:30
· 12 commits to main since this release
v5.13.0
eafdea7

What''s changed

Network-AI now governs the layer most agent frameworks leave open: how an agent talks to the model. When a frontier model declines a request with a classifier refusal, Network-AI absorbs the refusal → fallback → billing chain and presents one governed, budgeted, audited call. 104 new tests; full suite 3,373 passing across 37 suites.

Added — Model-Interaction Lifecycle Governance (Tier 1)

  • GovernedModelGateway — detect stop_reason:refusal, audit which classifier fired, route to a fallback model, redeem the fallback-credit token. Provider-agnostic; distinct from AdapterRegistry.fallbackChain (adapter-health failover).
  • ModelBudget — per-model USD accounting with cache-read/write distinction and fallback-credit repricing; accountIterations() for server-side usage.iterations. Never sums tokens across models.
  • RefusalTelemetry — a refusal is an HTTP 200, invisible to error-rate monitoring; recorded as a discrete non-error signal with an unservedRefusalCount gap to alert on.
  • AnthropicMessagesAdapter — dependency-free (BYOC) Anthropic Messages binding that drives the gateway.

Added — Orchestration Resilience (Tier 2)

  • RetryBudget — per-request (not per-session) retry accounting.
  • EffortPolicy — turns the effort cost lever into a policy object (per-agent ceilings + justification gating).
  • Per-sub-agent fallback — FanOutFanIn steps and TeamRunner tasks each carry their own fallback agent and retry budget. Default paths unchanged.

Added — Thinking Lifecycle + Compliance (Tier 3)

  • ThinkingBlockManager — keep thinking blocks unchanged on the same model; strip them on a cross-model fallback (kept when redeeming a credit); guard prompts against reasoning_extraction refusals.
  • OWASP Agentic AI Top 10 (2026) matrix — all 10 risks mapped to deterministic engine controls, verifiable via verifyOwaspCoverage().

Changed

  • README lifecycle-governance section + OWASP coverage table; ARCHITECTURE/SKILL positioning; AUDIT_LOG_SCHEMA model.* events.
  • Version 5.12.7 → 5.13.0.

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

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