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README.md 2026-08-06 1.1 kB
v3.6.8 -- Ollama fix, empty-evidence validation, single-model warning source code.tar.gz 2026-08-06 421.3 kB
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v3.6.8 — Bugfix: local model robustness + validation pipeline

  • Better Ollama/local provider error messages. Connection-refused and timeout errors now name the provider, URL, and suggest checking if the server is running.
  • Empty-evidence findings skip the vote and go straight to needs-review. Findings with no evidence bypass the adversarial validator (which always rejects per its prompt) and are flagged for human review instead of being silently dropped.
  • Single-model + vote_n=1 warning. Emits a warning that validation is weaker when same model validates its own findings.
  • JSON parse resilience for local models. extract_findings now logs when a model returns text but no parseable JSON (previously silent drop — 0 findings with no diagnostic). Also auto-fixes trailing-comma JSON ([...,]) which small models commonly produce.
  • Visible diagnostics when agents return 0 findings. Pipeline emits the response tail so the operator can see what the model actually returned.

Full changelog: https://github.com/JoasASantos/NeuroSploit/compare/v3.6.7...v3.6.8

Source: README.md, updated 2026-08-06