Tag: #durable-execution
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 6 posts
Temporal Worker Versioning GA — The Deploy Problem Replay Created, and the Third Answer After Two Discarded Generations
Durable execution engines like Temporal survive failures by replaying an event history — and it is precisely that replay which makes shipping new code while workflows are still running the hardest problem in this model.
2026-07-17 · 13 min read #distributed-systems#durable-execution#temporal#workflow-engine#reliabilityDurable Execution & Workflow Engines 2026 — Temporal, Inngest, Trigger.dev, Hatchet, Restate, DBOS, Step Functions Deep Dive (Infrastructure for the Long-Running AI Agent Era)
In 2026, workflow engines sit on top of two massive waves — first, long-running AI agents (LLM jobs that run for minutes to days) have effectively mandated durable execution; second, Postgres is becoming the backbone of
2026-05-25 · 32 min read #durable-execution#workflow-engine#temporal#inngest#trigger-devDurable Workflow Engines 2026 — Temporal, Restate, Hatchet, Inngest, Trigger.dev, Cadence, DBOS, Dapr Workflows Deep Dive
The 2026 landscape of durable execution. Temporal Cloud has become the de-facto workflow standard, Restate is challenging it with a simpler RPC model. Hatchet, Inngest, and Trigger.dev v3 are the developer-first lightwei
2026-05-16 · 27 min read #durable-execution#workflow-engines#temporal#restate#hatchetWorkflow Engines in 2026 — Temporal, Inngest, Trigger.dev, Hatchet, Restate, DBOS, Airflow Deep Dive (Mapping the Durable Execution Era)
The AI-agent era has dragged workflow engines back into tier-1 infrastructure for every backend team. Temporal Cloud — founded by the people who built Uber Cadence — is the de facto standard, Inngest and Trigger.dev v3 a
2026-05-15 · 24 min read #workflow#durable-execution#temporal#inngest#trigger-devDurable Execution Engines in 2026 — A Deep Dive Comparison of Temporal, Restate, Inngest, Trigger.dev, DBOS: Escaping Cron and Retry Hell
Stop writing long-running workflows with cron, queues, and if-else. The answer in 2026 is Durable Execution. This deep dive compares Temporal, Restate, Inngest, Trigger.dev, and DBOS — plus AWS Step Functions, Cadence, a
2026-05-14 · 26 min read #durable-execution#temporal#restate#inngest#trigger-devPydanticAI Practical Guide: Why Python Teams Adopt It for Production Agents in 2026
A practical guide to PydanticAI for teams that need Python-first agent systems, model portability, durable workflows, observability, and evaluation in production.
2026-04-12 · 6 min read #pydantic#pydantic-ai#python#ai-agent#mcp