Long-running execution.
Durable execution that survives restarts. Resume from any step. Run for hours, days, or until a human approves.
Lattice is the orchestration layer for production agents. Schedule, retry, trace, and observe long-running LLM jobs at any scale. Self-host the OSS runtime, or run on our managed cloud with one command.
Most agent failures aren’t model failures — they’re infra failures. Lattice gives you the four pieces that turn a script into a system you can debug at 3am.
Durable execution that survives restarts. Resume from any step. Run for hours, days, or until a human approves.
Queue-aware concurrency, rate limits per provider, retries with backoff, dead-letter handling. Nothing gets lost.
Full trace tree per run — every prompt, every tool call, every retry. OpenTelemetry export. Replay any historical run.
Attach evaluators to any run. Auto-flag regressions on every deploy. Compare model variants on real production traffic.
The first wave of agent frameworks was built on the premise that an agent is a clever loop you can demo on a laptop. That was true for a year. It’s not true now. Production agents touch real customer data, run for hours, fail at inconvenient steps, and need to be debugged by an on-call engineer at 3am.
We built Lattice because the team — most of us came out of Anthropic and Replit — kept hitting the same five problems on every customer agent we shipped. Durability, scheduling, traceability, evaluation, and a story for the long-running case. Every team rebuilds these in-house. Most of those rebuilds are bad.
The shape of Lattice is opinionated by design. The runtime is open source under Apache 2.0; the managed cloud is paid. The traces are real OpenTelemetry, not a proprietary blob. The pricing is per-step, not per-seat. You can leave on a Tuesday afternoon and we promise the export will work.
We’re betting that the right primitive for AI infra in 2026 looks more like Temporal than LangChain, more like Vercel than Airflow. That’s the bet. If you agree — there’s a quickstart below, and someone on the team is on a call this afternoon if you want to talk.
“We migrated four in-house schedulers to Lattice in six weeks. Replays alone have saved my team an entire on-call rotation per quarter.”
“Lattice is the only agent infra we evaluated that took the long-running case seriously. Our nightly runs are 11 hours. Nothing else handled it.”
“The eval primitive is the thing. We catch model regressions on production traffic before customers do. That has changed how we ship.”
The runtime is open source. The cloud is what you pay for. No talk-to-sales tier — sales lives at the Enterprise plan, where it belongs.