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Session infrastructure: OpenRouter + tree-split reducer + observer→LLM Team + scrum_applier #11

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profit merged 118 commits from scrum/auto-apply-19814 into main 2026-04-27 15:55:24 +00:00
Conversation 61 Commits 118 Files Changed 195 +9 -3
1 changed files with 9 additions and 3 deletions
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12
mcp-server/observer.ts
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@ -275,12 +275,18 @@ async function escalateFailureClusterToLLMTeam(sigHash: string, cluster: Observe
const prompt = `${kbPreamble}sig_hash=${sigHash} · ${cluster.length} failures on the same signature:\n\n${context}\n\nReview this failure cluster. Identify:\n1. Likely root cause (single sentence).\n2. Files most likely responsible (path hints).\n3. Concrete fix direction (under 3 sentences).\n4. Confidence: NN%\n\nBe specific, not generic.`; const prompt = `${kbPreamble}sig_hash=${sigHash} · ${cluster.length} failures on the same signature:\n\n${context}\n\nReview this failure cluster. Identify:\n1. Likely root cause (single sentence).\n2. Files most likely responsible (path hints).\n3. Concrete fix direction (under 3 sentences).\n4. Confidence: NN%\n\nBe specific, not generic.`;
try { try {
// 2026-04-26: switched from ollama_cloud/qwen3-coder:480b (weekly
// 429 quota was blocking escalations) to paid OpenRouter
// deepseek-v3.1-terminus — 671B reasoning specialist, $0.21 in /
// $0.79 out per M tokens (under the $0.85/M ceiling J set), 164K
// ctx. Per-escalation cost: ~$0.0006 (typical 500-token prompt +
// 300-token completion).
const resp = await fetch(`${LAKEHOUSE}/v1/chat`, { const resp = await fetch(`${LAKEHOUSE}/v1/chat`, {
method: "POST", method: "POST",
headers: { "Content-Type": "application/json" }, headers: { "Content-Type": "application/json" },
body: JSON.stringify({ body: JSON.stringify({
provider: "ollama_cloud", provider: "openrouter",
model: "qwen3-coder:480b", model: "deepseek/deepseek-v3.1-terminus",
messages: [{ role: "user", content: prompt }], messages: [{ role: "user", content: prompt }],
max_tokens: 800, max_tokens: 800,
temperature: 0.2, temperature: 0.2,
@ -302,7 +308,7 @@ async function escalateFailureClusterToLLMTeam(sigHash: string, cluster: Observe
const row = { const row = {
ts: new Date().toISOString(), ts: new Date().toISOString(),
source: "observer_escalation", source: "observer_escalation",
mode: "direct_chat_qwen3_coder_480b", mode: "direct_chat_deepseek_v3_1_terminus",
sig_hash: sigHash, sig_hash: sigHash,
cluster_size: cluster.length, cluster_size: cluster.length,
cluster_staffer: cluster[0]?.staffer_id, cluster_staffer: cluster[0]?.staffer_id,