MCP Events and Temporal for agents that react to events
An agent that only answers when prompted leaves new events waiting. How we built AutoFabric's agents to act on events safely, and what MCP Events changes.
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7 posts
An agent that only answers when prompted leaves new events waiting. How we built AutoFabric's agents to act on events safely, and what MCP Events changes.
Moving QA off ad-hoc notebooks and onto version-controlled test automation with Databricks Repos. Repo structure, modular tests, and how a team works in one.
Horizontal AI versus vertical AI. Why businesses need a shared AI layer across their systems, what goes in it, and when a single-app copilot still wins.
Some tenants want a cheap shared setup, others an isolated one. How we keep LLM costs, vendor swaps and per-tenant deployments manageable with Temporal.
Retries, idempotency and state across services used to take more time than the business logic. A senior developer on what changed after adopting Temporal.
Weighing Temporal for workflows that must survive failures in production? What our engineers learned modelling ticket purchases, returns and delayed flights.
Durable execution for teams whose order, payment or onboarding flows break halfway. How Temporal records every step and survives crashes, and where it stops.