github/awesome-kubernetes
1
0
Fork 0
mirror of https://github.com/nubenetes/awesome-kubernetes.git synced 2026-07-22 22:57:51 +00:00
Code Issues Packages Projects Releases Wiki Activity

merge: sync quality-first V2 transformation to master

Browse Source
This commit is contained in:
Nubenetes Bot
2026-05-15 01:41:04 +02:00
parent 6694850317 a37f293644
commit f83ca1bb6f
1 changed files with 18 additions and 8 deletions
Download Patch File Download Diff File Expand all files Collapse all files

26
src/v2_optimizer.py
View File

@@ -28,6 +28,16 @@ class V2VisionEngine:
"Software Delivery": ["cicd", "gitops", "argo", "flux", "tekton", "jenkins", "registries"],
"Developer Experience": ["visual-studio", "javascript", "golang", "python", "java_frameworks", "angular", "react"]
}
self.elite_criteria = (
"You are a Senior Principal Architect in May 2026.\n"
"Your task is to curate an EXCELLENCE-DRIVEN portal for platform professionals.\n"
"CRITERIA for V2 Selection:\n"
"1. TECHNICAL DEPTH: Prioritize deep-dives, architectural masterclasses, and authoritative sources over shallow or introductory content.\n"
"2. PRODUCTION VALUE: Keep tools and resources that are production-ready or represent the cutting edge of industry standards (2024-2026).\n"
"3. AWESOME LISTS: ALWAYS KEEP all links pointing to 'Awesome' repositories, as they are foundational knowledge nodes.\n"
"4. NO FLUFF: Remove personal anecdotes, outdated jokes, or introductory tutorials that don't add advanced value.\n"
"5. MODERN ECOSYSTEM: Favor resources focusing on eBPF, WASM, Platform Engineering, Agentic AI, and Zero Trust security.\n"
)
async def analyze_and_cluster(self):
log_event("STARTING V2 HIGH-DENSITY TRANSFORMATION", section_break=True)
@@ -79,12 +89,13 @@ class V2VisionEngine:
async def process_link_batch(batch, batch_num):
prompt = (
"Act as a Principal Platform Architect in 2026. Your mission is to curate an ELITE portal for professionals.\n"
"You must be RUTHLESS. Only keep the absolute top-tier tools, standard-setting blogs, and innovative resources.\n"
f"{self.elite_criteria}\n"
"Your mission is to evaluate the technical quality of these resources.\n"
"Do not limit the quantity, but hold a VERY HIGH bar for quality.\n"
"RULES:\n"
"1. REMOVE: Generic tutorials, basic news, personal links, minor tools, and anything pre-2022 that isn't a cornerstone of the industry.\n"
"2. KEEP: All repositories with 'awesome' in title/URL, and industry leaders (e.g. Istio, Terraform, Kubernetes official, etc).\n"
"3. DENSITY GOAL: From a list of 50, you should typically keep only 5-15 of the most impactful ones.\n\n"
"1. If a resource is technically exceptional and authoritative, KEEP IT.\n"
"2. If it is a generic tutorial or an outdated news piece, DISCARD IT.\n"
"3. Ensure the selection remains dense but purely high-quality.\n\n"
"LINKS TO EVALUATE:\n" + "\n".join([f"{i}. [{l['title']}]({l['url']}) - {l['description']}" for i, l in enumerate(batch)]) + "\n\n"
"Respond ONLY with a JSON object: {\"keep_indices\": [int, int, ...]}"
)
@@ -97,11 +108,10 @@ class V2VisionEngine:
indices = response
kept = [batch[int(i)] for i in indices if int(i) < len(batch)]
log_event(f" [Batch {batch_num}] Kept {len(kept)}/{len(batch)} links.")
log_event(f" [Batch {batch_num}] Quality Filter: Kept {len(kept)}/{len(batch)} high-quality links.")
return kept
except Exception as e:
log_event(f" [Batch {batch_num}] Evaluation failed: {e}. Falling back to Awesome-only for this batch.")
# Safe fallback: only keep Awesome lists if AI fails
log_event(f" [Batch {batch_num}] Evaluation failed: {e}. Falling back to original curation for safety.")
return [l for l in batch if "awesome" in l['title'].lower() or "awesome" in l['url'].lower()]
# Reduced batch size for higher AI attention