glpi-neuroforge-mega/docs/RELEASE-v1.5.9.md

GLPI NeuroForge Mega v1.5.9

v1.5.9 addresses a production-quality limitation observed after the v1.5.8 revalidation gate: source-grounded drafts could pass all evidence/claim checks while the generated knowledge article remained unnecessarily short. The root causes were a hard-coded 1,400-token synthesis budget, an even smaller syntax-repair budget, no minimum article-depth contract, and no explicit distinction between the full text article and the compact answer field.

Changes

• The canonical KB article is explicitly the text field; answer remains a concise operational summary for downstream reply use.
• Production defaults: 3,500 minimum article characters, 6,500 target characters, 10,000 maximum characters, 160–1,200 answer characters.
• Staging synthesis receives a configurable 2,600-token output budget. Syntax repair and grounding rewrite use the same budget so repairs cannot silently truncate a valid long draft.
• Too-short/out-of-bounds drafts get exactly one evidence-only article-depth rewrite. No outside knowledge may be added; insufficient evidence remains fail-closed.
• Evidence text sent to the model is fairly budgeted across selected evidence items (14,000 evidence characters by default) to keep room for long output within common local-model context windows.
• Claim verification now inspects up to 32 material statements by default and uses a larger verification output allowance.
• article_quality audit metadata records text/answer length, configured bounds, evidence count, evidence prompt size, expansion status and synthesis output tokens.
• NeuroForge gets explicit NEUROFORGE_OLLAMA_NUM_CTX and NEUROFORGE_OLLAMA_NUM_PREDICT runtime overrides. The Mega default keeps num_predict=0, allowing call-specific budgets to take effect.
• Fortinet support-forum pages are no longer treated as authoritative primary documentation; Fortinet Technical-/Troubleshooting-Tip pages remain first-party authoritative.
• Quality-gate version advances to staging-v4, forcing one non-destructive revalidation of existing active drafts.

Production defaults

NEUROFORGE_OLLAMA_NUM_CTX=8192
NEUROFORGE_OLLAMA_NUM_PREDICT=0
NEUROFORGE_KB_STAGING_SYNTHESIS_MAX_TOKENS=2600
NEUROFORGE_KB_STAGING_EVIDENCE_PROMPT_MAX_CHARS=14000
NEUROFORGE_KB_STAGING_MIN_ARTICLE_CHARS=3500
NEUROFORGE_KB_STAGING_TARGET_ARTICLE_CHARS=6500
NEUROFORGE_KB_STAGING_MAX_ARTICLE_CHARS=10000
NEUROFORGE_KB_STAGING_MIN_ANSWER_CHARS=160
NEUROFORGE_KB_STAGING_MAX_ANSWER_CHARS=1200
NEUROFORGE_KB_STAGING_MAX_VERIFICATION_STATEMENTS=32

No storage reset is required. Existing goals, memories, synapses, research history and staging drafts remain intact.