FLAMKI LABS / PRODUCTS
Engineering work.Packaged for AI. Repository-level tasks and evaluation environments for teams building coding agents. Define the capability you want to train or test; we’ll scope the engineering work and the evidence you need.
Discuss your requirements ↗
01 / CUSTOM TASK PROGRAMS Long-horizonengineering tasks. Work that requires an agent to understand a repository, plan a change, implement it across dependencies, and validate the result.
We scope tasks around multi-stage engineering: debugging interacting systems, integrating APIs, and making changes that need more than a local edit.
REPOSITORY REASONING MULTI-FILE CHANGES TEST-DRIVEN VALIDATION
WHAT YOU RECEIVE 01 Task specification Requirements, starting conditions, and explicit acceptance criteria.
02 Repository & environment A pinned snapshot, dependencies, and setup and reset instructions.
03 Reference & tests A reference patch and regression checks tied to the required behaviors.
04 Validation record Baseline and reference results, with the environment and commands documented.
Available through a scoped pilot
Language, complexity, expected task horizon, and delivery terms are agreed before production.
Scope a five-task pilot → 02 / EXECUTION Reproducible Task environments with pinned dependencies, documented resets, and repeatable validation commands. Containerization and supported runtimes are agreed for the engagement.
See our environment criteria → 03 / MEASUREMENT Custom benchmarks Evaluation tasks and grading criteria aligned with the capability you need to measure. Reports distinguish task outcomes, execution errors, and resource limits.
See our validation approach →
INSPECT THE WORK
Two ways to reviewour engineering. START WITH A PAID PILOT Five tasks.A defined delivery. An initial scope for technical review before expanding production. Custom pricing and a delivery schedule are agreed with you.
Scope Five original tasks in an agreed language, repository domain, and difficulty range.
Delivery Specifications, snapshots, environments, reference patches, tests, and validation records.
Acceptance Baseline failures, passing references, required behavior coverage, and reproducible setup. Request a pilot scope ↗ THE METHOD BEHIND THE DATA Designed to be inspected.Built to be reproduced. Explore our approach → 
