AI/ML engineer specializing in agentic systems. Managing Director of GNCO (Generative Cooperative), by Ganguly&Co.
Building Storyform: full-stack AI video production, from timeline to export.
Tools I reach for without thinking.
languages = ["python", "rust"]
[agents]
coding = ["claude-code", "codex", "openhands"]
frameworks = ["langgraph", "mastra", "crewai", "dspy"]
protocols = ["mcp", "a2a"]
memory = ["letta", "zep", "mem0"]
browser = ["browserbase", "hyperbrowser", "playwright"]
[models]
primary = ["claude", "gpt", "pi.dev"]
open-weight = ["llama", "qwen", "mistral", "hermes"]
inference = ["modal", "replicate", "together", "fireworks"]
[python]
core = ["pydantic", "fastapi", "litellm", "uv", "ruff"]
ml = ["torch", "transformers", "instructor"]
data = ["pgvector", "qdrant"]
eval = ["langfuse", "ragas", "phoenix"]
[rust]
runtime = ["tokio", "tower", "tracing"]
web = ["axum", "tonic", "serde"]
ml = ["candle", "burn"]
agents = ["rig", "swiftide"]
data = ["polars", "datafusion", "tantivy"]
[infra]
cloud = ["aws", "gcp", "cloudflare"]
ops = ["docker", "kubernetes", "terraform", "pulumi"]
ci-cd = ["github-actions", "argocd"]
[cli]
daily = ["zellij", "ripgrep", "just", "fzf", "fd"]
editors = ["vscode", "neovim"]agenticnick/ai-agents-field-guide: a curated, opinionated field guide with practitioner reviews of AI agents, frameworks, and tools.
linkedin.com/in/agenticnick · x.com/agenticnick · gnco.ai · nick@gnco.ai