Tag: #prefect
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 4 posts
Durable Execution & Workflow Engines 2026 — Temporal, Inngest, Trigger.dev, Hatchet, Restate, DBOS, Step Functions Deep Dive (Infrastructure for the Long-Running AI Agent Era) ♪ Listenable
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-devCron & Scheduled Tasks in 2026 — systemd timers / Vercel Cron / AWS EventBridge Scheduler / k8s CronJobs / BullMQ / Sidekiq / Temporal Deep Dive ♪ Listenable
The 2026 landscape of scheduled tasks. Classic cron is still alive, and systemd timers became the modern Linux replacement. Cloud-side: Vercel Cron, AWS EventBridge Scheduler (replaced CloudWatch Events Rules in Nov 2022
2026-05-16 · 25 min read #cron#scheduled-tasks#systemd-timers#vercel-cron#aws-eventbridge-schedulerWorkflow Engines in 2026 — Temporal, Inngest, Trigger.dev, Hatchet, Restate, DBOS, Airflow Deep Dive (Mapping the Durable Execution Era) ♪ Listenable
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-devData Orchestration 2025 Complete Guide: dbt, SQLMesh, Dagster, Airflow, Prefect, Data Contracts, CI/CD (2025)
Season 5 Ep 4. If engines query, orchestrators govern the pipelines. The standardization of dbt and its limits, the revolt of SQLMesh, the asset-centric model of Dagster, the evolution of Airflow 2.x and 3.0, the rebirth
2026-04-15 · 13 min read #data-orchestration#dbt#sqlmesh#dagster#airflow