robin202208/nine-under-tech-insights — Repobility public scan

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robin202208/nine-under-tech-insights

https://github.com/robin202208/nine-under-tech-insights · scanned 2026-06-15 23:53 UTC (2 months, 3 weeks ago)

3 raw signals (0 security + 3 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 3 weeks ago · v1 · 3 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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Security checks

55.6% cov · 3 findings

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Severity: Critical 0 High 0 Medium 1 Low 1 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 3 Crowd 0 Layer: Frontend 1 Cicd 1 Quality 1

Exclude dismissed / FP Exclude test files

All 69 nodes from the latest scan, grouped by kind. Each node is a unit the engine identified (file, function, endpoint, table…). Most users won't need this view — it's primarily for debugging the engine's graph extraction or for AI agents that want to enumerate the project structure.

Label	Layer	Status	Path
`README.md`	software	healthy	`README.md`
`2026-06-08-nemotron-3-ultra-agent-economics.md`	software	healthy	`articles/2026-06-08-nemotron-3-ultra-agent-economics.md`
`2026-06-08-anthropic-recursive-self-improvement.md`	software	healthy	`articles/2026-06-08-anthropic-recursive-self-improvement.md`
`2026-06-10-german-court-google-ai-liability.md`	software	healthy	`articles/2026-06-10-german-court-google-ai-liability.md`
`2026-06-11-xai-whistleblower-ai-safety-lawsuit.md`	software	healthy	`articles/2026-06-11-xai-whistleblower-ai-safety-lawsuit.md`
`2026-06-08-google-agentic-rag.md`	software	healthy	`articles/2026-06-08-google-agentic-rag.md`
`2026-06-08-lightsplat-3d-spatial-ai.md`	software	healthy	`articles/2026-06-08-lightsplat-3d-spatial-ai.md`
`2026-06-09-stanford-recap-agent-reasoning.md`	software	healthy	`articles/2026-06-09-stanford-recap-agent-reasoning.md`
`2026-06-09-litellm-rce-supply-chain.md`	software	healthy	`articles/2026-06-09-litellm-rce-supply-chain.md`
`2026-06-15-centaur-llm-classical-hpo-hybrid.md`	software	healthy	`articles/2026-06-15-centaur-llm-classical-hpo-hybrid.md`
`2026-06-13-xrpo-grpo-exploration-exploitation-reasoning.md`	software	healthy	`articles/2026-06-13-xrpo-grpo-exploration-exploitation-reas…`
`2026-06-08-mit-category-theory-ai-discovery.md`	software	healthy	`articles/2026-06-08-mit-category-theory-ai-discovery.md`
`2026-06-12-microsoft-skillopt-text-space-optimizer.md`	software	healthy	`articles/2026-06-12-microsoft-skillopt-text-space-optimizer…`
`2026-06-12-claude-fable-5-vision-benchmark-reality-check.md`	software	healthy	`articles/2026-06-12-claude-fable-5-vision-benchmark-reality…`
`2026-06-14-ai-agent-bankrupted-operator-6531-aws-bill.md`	software	healthy	`articles/2026-06-14-ai-agent-bankrupted-operator-6531-aws-b…`
`2026-06-13-minimax-sparse-attention-28x-speedup.md`	software	healthy	`articles/2026-06-13-minimax-sparse-attention-28x-speedup.md`
`2026-06-13-asymcache-multi-segment-attention-kv-cache.md`	software	healthy	`articles/2026-06-13-asymcache-multi-segment-attention-kv-ca…`
`2026-06-13-alignment-gating-reversible-misalignment.md`	software	healthy	`articles/2026-06-13-alignment-gating-reversible-misalignmen…`
`2026-06-14-openai-acquires-ona-agent-execution-layer.md`	software	healthy	`articles/2026-06-14-openai-acquires-ona-agent-execution-lay…`
`2026-06-10-meta-sira-superintelligent-retrieval.md`	software	healthy	`articles/2026-06-10-meta-sira-superintelligent-retrieval.md`
`2026-06-14-vortex-ai-agents-sparse-attention-design.md`	software	healthy	`articles/2026-06-14-vortex-ai-agents-sparse-attention-desig…`
`2026-06-11-visa-chatgpt-ai-agent-payments.md`	software	healthy	`articles/2026-06-11-visa-chatgpt-ai-agent-payments.md`
`2026-06-14-shopify-quick-ai-internal-platform.md`	software	healthy	`articles/2026-06-14-shopify-quick-ai-internal-platform.md`
`2026-06-10-google-turboquant-kv-cache-compression.md`	software	healthy	`articles/2026-06-10-google-turboquant-kv-cache-compression.…`
`2026-06-14-china-inp-export-ai-data-center-bottleneck.md`	software	healthy	`articles/2026-06-14-china-inp-export-ai-data-center-bottlen…`
`2026-06-15-agent-protocol-transport-layer-missing.md`	software	healthy	`articles/2026-06-15-agent-protocol-transport-layer-missing.…`
`2026-06-15-every-eval-ever-unified-ai-benchmark-schema.md`	software	healthy	`articles/2026-06-15-every-eval-ever-unified-ai-benchmark-sc…`
`2026-06-12-microsoft-agent-framework-production-open-source…`	software	healthy	`articles/2026-06-12-microsoft-agent-framework-production-op…`
`2026-06-13-kimi-k27-code-specialized-model.md`	software	healthy	`articles/2026-06-13-kimi-k27-code-specialized-model.md`
`2026-06-10-wall-attention-rope-replacement.md`	software	healthy	`articles/2026-06-10-wall-attention-rope-replacement.md`
`2026-06-11-google-diffusion-gemma-text-generation.md`	software	healthy	`articles/2026-06-11-google-diffusion-gemma-text-generation.…`
`2026-06-15-nday-bench-llm-vulnerability-discovery.md`	software	healthy	`articles/2026-06-15-nday-bench-llm-vulnerability-discovery.…`
`2026-06-14-anthropic-fable5-us-government-shutdown.md`	software	healthy	`articles/2026-06-14-anthropic-fable5-us-government-shutdown…`
`2026-06-10-anthropic-claude-payble5-mythos-public.md`	software	healthy	`articles/2026-06-10-anthropic-claude-payble5-mythos-public.…`
`2026-06-15-google-faithful-uncertainty-hallucination-fix.md`	software	healthy	`articles/2026-06-15-google-faithful-uncertainty-hallucinati…`
`2026-06-14-openrouter-fusion-model-panel-synthesis.md`	software	healthy	`articles/2026-06-14-openrouter-fusion-model-panel-synthesis…`
`2026-06-12-engram-bi-temporal-memory-engine.md`	software	healthy	`articles/2026-06-12-engram-bi-temporal-memory-engine.md`
`2026-06-10-nist-godel-ai-security-impossible.md`	software	healthy	`articles/2026-06-10-nist-godel-ai-security-impossible.md`
`2026-06-11-grit-ai-agents-rewrite-git-rust.md`	software	healthy	`articles/2026-06-11-grit-ai-agents-rewrite-git-rust.md`
`2026-06-13-bezos-prometheus-artificial-general-engineer.md`	software	healthy	`articles/2026-06-13-bezos-prometheus-artificial-general-eng…`
`2026-06-11-autonomous-drones-first-human-kill.md`	software	healthy	`articles/2026-06-11-autonomous-drones-first-human-kill.md`
`2026-06-08-gemini-managed-agents-api.md`	software	healthy	`articles/2026-06-08-gemini-managed-agents-api.md`
`2026-06-13-sentinel-mcp-agent-firewall.md`	software	healthy	`articles/2026-06-13-sentinel-mcp-agent-firewall.md`
`2026-06-09-openai-dreaming-v3-memory-architecture.md`	software	healthy	`articles/2026-06-09-openai-dreaming-v3-memory-architecture.…`
`2026-06-09-github-copilot-sdk-platform.md`	software	healthy	`articles/2026-06-09-github-copilot-sdk-platform.md`
`2026-06-15-parallel-synthesis-kv-cache-agent-workflows.md`	software	healthy	`articles/2026-06-15-parallel-synthesis-kv-cache-agent-workf…`
`2026-06-12-recursive-automated-ai-research-benchmarks.md`	software	healthy	`articles/2026-06-12-recursive-automated-ai-research-benchma…`
`2026-06-14-opsera-vibeshift-autonomous-devops-agent.md`	software	healthy	`articles/2026-06-14-opsera-vibeshift-autonomous-devops-agen…`
`2026-06-12-amodei-ai-cold-war-policy-framework.md`	software	healthy	`articles/2026-06-12-amodei-ai-cold-war-policy-framework.md`
`2026-06-13-meta-ai-gulag-human-cost.md`	software	healthy	`articles/2026-06-13-meta-ai-gulag-human-cost.md`

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

Label	Layer	Status	Path
`repobility-clone-6dxs0g8p`	software	healthy	`/tmp/repobility-clone-6dxs0g8p`

Label	Layer	Status	Path
`articles`	software	healthy	`articles`

Label	Layer	Status	Path
`gpu (detected)`	hardware	healthy	`README.md`

Label	Layer	Status	Path
`vps::aws`	hardware	healthy	`README.md`

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