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feat(judge-ft): wire Qwen slow-judge into LLMTrace cascade + shadow-mode rollout

Status: Open.

#110 In techlab-innov/llmtrace;

· epappas opened on Apr 21, 2026

ops(judge-ft): merge LoRA, push to HF Hub, stand up vLLM serving

Status: Open.

#109 In techlab-innov/llmtrace;

· epappas opened on Apr 21, 2026

research(judge-ft): acceptance-gate evaluation + DeBERTa head-to-head

Status: Open.

#108 In techlab-innov/llmtrace;

· epappas opened on Apr 21, 2026

ops(judge-ft): execute training campaign + converge to acceptance gates

Status: Open.

#107 In techlab-innov/llmtrace;

· epappas opened on Apr 21, 2026

feat(judge-ft): update program.md + config.yaml for 6-field policy

Status: Open.

#106 In techlab-innov/llmtrace;

· epappas opened on Apr 21, 2026

feat(judge-ft): rewrite train.py with 7-component reward + 6-field GRPO

Status: Open.

#105 In techlab-innov/llmtrace;

· epappas opened on Apr 21, 2026

feat(judge-ft): rewrite prepare.py to emit 6-field training JSONL

Status: Open.

#104 In techlab-innov/llmtrace;

· epappas opened on Apr 21, 2026

data(judge-ft): distill reasoning field from gpt-4o-mini teacher

Status: Open.

#103 In techlab-innov/llmtrace;

· epappas opened on Apr 21, 2026

data(judge-ft): expand 19k security corpus with 4 new columns

Status: Open.

#102 In techlab-innov/llmtrace;

· epappas opened on Apr 21, 2026

feat(e2e): Rust llmtrace redteam subcommand (stretch)

Status: Open.

#101 In techlab-innov/llmtrace;

· epappas opened on Apr 21, 2026

research(judge): retrain autoresearch-rl Qwen LoRA for 6-field JudgeVerdict schema

Status: Open.

#90 In techlab-innov/llmtrace;

· epappas opened on Apr 21, 2026

research(ml): retrain user-fine-tuned DeBERTa on expanded corpus; head-to-head vs protectai/deberta-v3

Status: Open.

#89 In techlab-innov/llmtrace;

· epappas opened on Apr 21, 2026