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perf: refine Fast-Track logic and increase AI backoff to eliminate 429s

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Nubenetes Bot
2026-05-20 16:16:48 +02:00
parent cd197a3238
commit 30e21c5aef
1 changed files with 18 additions and 8 deletions
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26
src/v2_optimizer.py
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@@ -297,12 +297,22 @@ class V2VisionEngine:
if to_evaluate and not self.render_only:
# Mandate 47: Zero-Redundancy & Smart Grounding
from src.mandate_ingestor import get_system_mandates
dynamic_mandates = get_system_mandates()
# Fast-Track (Metadata/Desc present) vs Grounded-Track (Needs deep search)
fast_track = []
grounded_track = []
# Split into Fast-Track (Metadata present) vs Grounded-Track (Needs search)
fast_track = [l for l in to_evaluate if l.get("gh_stars") is not None]
grounded_track = [l for l in to_evaluate if l.get("gh_stars") is None]
for l in to_evaluate:
nu = normalize_url(l["url"])
is_github = "github.com" in nu
desc_len = len(l.get("description", ""))
# Grounded-Track ONLY if:
# 1. GitHub link WITHOUT stars (Maturity unknown)
# 2. Non-GitHub link with very poor description (< 40 chars)
if (is_github and l.get("gh_stars") is None) or (not is_github and desc_len < 40):
grounded_track.append(l)
else:
fast_track.append(l)
log_event(f"[*] Agent Phase 1: Analyst Evaluation ({len(to_evaluate)} resources)...")
log_event(f" [>] Fast-Track: {len(fast_track)} | Grounded-Track: {len(grounded_track)}")
@@ -318,7 +328,7 @@ class V2VisionEngine:
f"{dynamic_mandates}\n"
f"{self.library_criteria}\n"
"PHASE 5: TECHNICAL SYNTHESIS (FAST-TRACK)\n"
"- Use provided metadata (GH Stars, License) to classify maturity.\n"
"- Use provided metadata and descriptions to classify maturity and summary.\n"
"Respond ONLY JSON: {{\"results\": [{{ \"idx\": int, \"year\": \"YYYY\", \"stars\": 0-5, \"hierarchy\": [\"Area\", \"Topic\", ...], \"tags\": [\"...\"], \"summary\": \"Synthesis...\", \"language\": \"...\", \"type\": \"...\", \"complexity\": \"...\", \"is_microservice\": bool }}, ...]}}\n\n"
"LINKS:\n" + "\n".join([f"{idx}. {l['title']} ({l['url']}) | GH Stars: {l.get('gh_stars')} | Desc: {l.get('description')}" for idx, l in enumerate(batch)])
)
@@ -340,7 +350,7 @@ class V2VisionEngine:
analyst_results.append(item)
except:
for l in batch: analyst_results.append(l)
await asyncio.sleep(0.1)
await asyncio.sleep(1.0) # Increased wait between batches to absorb 429s
# 1.2 Grounded-Track: Small Batches, WITH GROUNDING (Slower but precise)
BATCH_SIZE_GROUNDED = 10
@@ -373,7 +383,7 @@ class V2VisionEngine:
analyst_results.append(item)
except:
for l in batch: analyst_results.append(l)
await asyncio.sleep(0.3)
await asyncio.sleep(2.0) # Grounding is heavy, more sleep needed
# --- AGENT PHASE 2: SELECTIVE AUDIT (MCP-Grounded) ---
# Identify candidates for high-trust verification