Lab

Agentic coding as a daily workflow — repo-aware refactoring, migration tooling and review automation.

Progress Integrated into daily engineering work; measuring where it compounds.

Model Context Protocol servers exposing internal systems to agents with scoped, auditable access.

Progress Toolkit of small servers in daily use; hardening auth patterns.

Multi-step agents for engineering chores: dependency upgrades, log triage, migration rehearsal.

Progress Prototypes for two internal workflows; evaluating reliability.

Systematic prompt design for extraction and classification in finance documents.

Progress Eval harness with versioned prompts; regression-testing prompt changes.

Structured outputs and tool-calling patterns for document-heavy enterprise pipelines.

Progress Comparative evals against Claude for extraction accuracy.

Long-context document processing and multimodal invoice understanding.

Progress Early benchmarks on large document batches.

Generative video for internal demos and product walkthroughs.

Progress Proof-of-concept renders; parked until a real use case earns it.

Small scripts that erase recurring toil — release notes, environment checks, data fixes.

Progress Growing internal toolbox; each tool saves minutes daily.