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Nissan Pow

🍁 ML Engineer @ Netflix · Waterloo & McGill alum

Toronto β†’ Waterloo β†’ Montreal β†’ New York β†’ Seattle β†’ San Francisco

Makes things. Some of them even useful.

Core contributor to Metaflow.

Tokens Burned

AI/LLM Tools

  • βš™οΈ aegis β€” Durable LLM agent runtime β€” crash recovery, budget limits, and permission enforcement built in.
  • πŸ”„ claude-relay β€” Drop-in OpenAI and Anthropic API server that routes through Claude Code.
  • πŸ“Š claude-retro β€” Persistent dashboard that scores every Claude Code session and auto-applies CLAUDE.md fixes.
  • 🧩 claude-skills β€” Reusable slash-command workflows that make Claude Code reliable on complex tasks.
  • πŸ§ͺ context-bench β€” Benchmark LLM context compressors, RAG rerankers, and memory managers.
  • πŸ” deeprecon β€” Map markets, score white-space, and generate DD reports before you build.
  • πŸ”Ž evidencekit β€” Multi-provider web search β€” parallel fanout across 12+ providers with policy routing, dedup, and rerank.
  • πŸ‘» ghostwriter β€” Autonomous AI content engine with anti-slop quality gates.
  • πŸ—œοΈ kompact β€” LLM context compression proxy β€” 40–70% token savings, zero code changes.
  • πŸ’¬ morphly β€” Write once, land differently for everyone β€” adapts messages to each recipient's communication style.
  • 🎨 oh-my-claude β€” Real-time context, spend, CI, and runtime status inside Claude Code.
  • πŸ”­ sessionlog β€” Real-time ingestion and storage for AI coding agent sessions.
  • πŸ“Š stripe-analytics-mcp β€” 30-second Stripe morning check: MRR, churn, failed payments, and expiring trials.
  • πŸͺ„ summon β€” Summon a working project from a single sentence.
  • πŸ“° upshot β€” One daily brief that deduplicates and prioritizes all your newsletter and RSS inputs.

Metaflow Ecosystem

Developer Tools

  • πŸ“Š metaflow-dataprofiler β€” Instant EDA reports on every DataFrame in your Metaflow steps β€” zero code changes.
  • πŸ—„οΈ metaflow-local-service β€” Track Metaflow runs anywhere without a database β€” starts on demand, stops when idle.
  • πŸ”§ metaflow-mcp-server β€” Ask your agent to inspect runs, logs, and artifacts instead of writing debug scripts.
  • πŸŽ›οΈ metaflow-optuna β€” Parallel hyperparameter tuning with true adaptive TPE β€” no sequential bottleneck.
  • πŸ”₯ metaflow-profiler β€” Flamegraph profiling card for Metaflow steps.
  • πŸͺΆ metaflow-serverless β€” Serverless Metaflow metadata service β€” free-tier Postgres, zero setup.
  • πŸ“ˆ metaflow-traincard β€” Live loss curves, GPU telemetry, and checkpoints in your Metaflow run card.

Backends

  • 🌐 metaflow-akash β€” Run Metaflow steps on Akash's decentralized cloud without vendor lock-in.
  • 🐟 metaflow-bacalhau β€” Run Metaflow steps on distributed Bacalhau compute without rewriting your workflow.
  • πŸ”’ metaflow-phala β€” Run Metaflow steps inside Phala Cloud TEE CVMs with one decorator.
  • πŸ–οΈ metaflow-sandbox β€” Metaflow steps in millisecond-start sandboxes with cloud-scale fanout and consistent deps.

Orchestrators

  • πŸ”· metaflow-dagster β€” Dagster scheduling, observability, and UI for your Metaflow pipelines.
  • πŸš€ metaflow-flyte β€” Schedule and monitor your Metaflow pipelines through Flyte without rewriting them.
  • 🌊 metaflow-kestra β€” Kestra scheduling, triggers, and UI for your Metaflow pipelines.
  • πŸ”€ metaflow-prefect β€” Prefect scheduling, deployments, and UI for your Metaflow pipelines.
  • ⏱️ metaflow-temporal β€” Temporal scheduling, durable workflows, and UI for your Metaflow pipelines.

Resources

  • ⭐ awesome-metaflow β€” Every Metaflow extension worth knowing, curated and organized.

Security

  • πŸ”“ clawbreaker β€” Dynamic, adversarial sandbox testing to catch malicious OpenClaw skills before install.
  • πŸ›‘οΈ memshield β€” Stop memory poisoning attacks on your AI agents.
  • 🀠 outclaw β€” Inline content firewall for secrets, prompt injection, unsafe domains, and risky tool calls.

Explorations

  • πŸ•΅οΈ doxxer β€” Reproduce LLM-scale pseudonymous user re-identification across platforms πŸ”’
  • 🦞 moltbook-analysis β€” Forensic teardown of an AI-only social network. (Read the report)
  • ✈️ skypulse β€” Zero-setup browser globe tracking 6,000+ live aircraft in real time.
  • 🚒 spyglass β€” Real-time global ship traffic map with live AIS and instant drill-down.

Libraries & Tools

  • ✈️ airline-codes β€” Lightweight npm dataset for airline IATA/ICAO lookups.
  • πŸ“¦ cssbox β€” Fast embeddable Rust CSS layout engine for document rendering without a browser.
  • πŸš” oxicop β€” 2-30x faster RuboCop-compatible linter in Rust with parallel checks.
  • πŸ“¦ sandrun β€” Run code in fast, isolated cloud sandboxes β€” swap backends without rewriting your integration.

Board Games

Digital adaptations of classic board games β€” vanilla HTML/CSS/JS, no dependencies.

  • 🏭 brass-birmingham β€” Full-fidelity digital adaptation with hotseat multiplayer and era-accurate gameplay.
  • πŸ” food-chain-magnate β€” Browser adaptation with complete rules, milestones, and procedural maps.
  • 🌌 galactic-uprising β€” Asymmetric rebellion-vs-empire strategy with hidden-base pressure and AI opponent.
  • βš”οΈ mage-knight β€” Solo deckbuilding conquest with deep tactical combat and rich map generation.
  • 🎲 too-many-bones β€” Solo dice-builder RPG adaptation with tactical grid combat and branching encounters.
  • πŸ’ war-of-the-ring β€” Browser-based asymmetric epic with hidden Fellowship movement and Shadow AI.

ML Research

  • 🏠 centris β€” Montreal home-price prediction pipeline.
  • πŸ’¬ friends-chatbot β€” Chatbot built on the Friends TV corpus.
  • 🧠 MemN2N β€” End-to-end Memory Networks in Theano.
  • 🧠 MemNN β€” Memory Networks in Theano.
  • 🧠 RNN-EM β€” RNNs with external memory.
  • πŸ—£οΈ ubottu β€” Next-utterance classification.

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