Stuck on LangGraph at scale? Let's fix it.
We are the team that built fast-langraph. Before any Rust gets written, we audit. Before any fix ships, we measure. You get a production-ready LangGraph workload and numbers you can take to your CFO.
Audit
We profile your LangGraph workload end to end. Where is wall clock going? Which checkpoints are heavy? Which LLM calls are duplicative? Which state fields dominate memory? You get a written report with measured numbers and a prioritized fix list.
Optimize
We implement the fixes — adopting fast-langraph where it wins, rewriting state schemas where they bloat, tuning checkpointer strategy, adding caching where it cleanly applies. Every change is measured before and after.
Harden
Benchmarks wired into your CI. Cost and latency dashboards. Runbook for your oncall team. We hand off, your team owns it.
What you get
- A written performance audit with measured p50/p95, memory, and cost baselines
- Prioritized fix list ranked by expected impact and effort
- Implementation of top fixes, measured before and after
- CI benchmarks so regressions never sneak back in
- Runbook and knowledge transfer to your team
Frequently asked questions
Who is this for? +
Teams running LangGraph in production at non-trivial scale — real traffic, real checkpoints, real LLM spend. If you are prototyping, you probably do not need us yet.
Do I have to use fast-langraph? +
No. We care about measurable outcomes, not library loyalty. Sometimes the fix is a state schema change, or a checkpointer retention policy, or a tool caching layer. fast-langraph is one tool in the kit.
What do I need to provide? +
Read access to a representative workload (staging or a captured trace), a contact for questions, and someone on your side who can merge PRs. That is usually enough.
How do you measure success? +
Wall clock latency (p50 and p95), memory footprint, and LLM cost per invocation. We measure before and after, and we publish the numbers back to you. No hand-waving.
How much does it cost? +
Engagements start at a fixed-fee one-week audit. Optimization work is scoped from the audit findings. Email us with a rough description of your workload and we will quote quickly.
Can you sign an NDA? +
Yes. Ask us when you reach out.