Durable Agents with LangGraph and LangSmith
Part 6: State that survives crashes, approvals that expire, evaluations that gate releases, and an authenticated streaming API.
Part 6: State that survives crashes, approvals that expire, evaluations that gate releases, and an authenticated streaming API.
Part 5: Parallel specialist workers, shared state, and a reviewer that reconciles their findings.
Part 4: Plans, independent verification, stuck detection, budgets, and loops that stop when the task is done.
Part 3: Retries, fallbacks, routing, guardrails, permissions, and the first human-in-the-loop interrupt.
How UHP and HarnessRouter standardize agent execution across Codex, Claude Code, Hermes, and other runtimes.
We have been using LLMs like a hammer for every AI problem, even simple decisions. Jev handles those decisions in milliseconds at a fraction of the cost. Let's understand how it works and where it fits.
Everything you need to understand how MoE serving engines route tokens, batch expert computation, distribute weights across GPUs, and manage communication and load imbalance.
Part 2: Dynamic prompts, memory, compression, and isolation with middleware