Stateful orchestration runtime · LangGraph core; LangSmith tracing/evaluation is named separately, not assumed bundled.
Choose by the job.
Engineers need explicit state transitions, durable execution and human checkpoints.
Where LangGraph fits well
Graph state and durable execution make long-running workflows inspectable. Human intervention and persistent context are documented design primitives.
What TVIJO can provide
Order a scoped implementation or evaluation with inputs, ownership and acceptance agreed in advance. We can assess whether an existing runtime is the right foundation. A comparison article is not a supported integration or partnership announcement.
Limits to verify before buying
A runtime leaves the operator interface and commercial handoff to the application. LangSmith may add a separate service dependency.
What TVIJO should adopt
Use explicit graph/checkpoint semantics where a task must survive interruptions; test recovery rather than only the happy path.
A practical first experiment
Give each candidate the same public briefing task: collect three primary sources, produce a source-linked answer, stop before external posting, and recover from one interruption. Label five known-good and five misleading inputs. Agree the pass criteria before execution. Compare unsupported claims, operator interventions and retained state. No result is claimed until that trial is run.
Scores with their evidence
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- LangGraph overview · 2026-10-15