A developer argues that ML pipelines should be modeled as graphs of assets rather than DAGs of tasks, because task-based orchestration like Airflow tracks execution success but not data freshness or d…
LangGraph can be deployed as a composable service within an existing data stack, integrating with schedulers like Airflow and Prefect, APIs, and warehouses such as Snowflake, Redshift, and BigQuery. T…
Serial entrepreneur Qasar Younis announced on July 21, 2026, that his team has completed a major integration effort spanning more than nine years, connecting simulators, data engines, data pipelines, …
Prefect is acquiring Dagster Labs, the company behind the Dagster data orchestration platform, according to a letter from Dagster founder Nick Schrock. The combined company will serve the full spectru…
Prefect, a provider of a Python-based workflow automation platform, has agreed to acquire Dagster Labs, a declarative orchestration platform for data pipelines, to drive AI workflow automation. Prefec…
A developer building LLM workflows argues that choosing between chaining libraries and general orchestrators depends on whether the problem is LLM glue or reliable execution. The developer built Promp…
A new service called hyoomn offers B2B SaaS teams human-led creative direction for AI-generated designs, providing async feedback on UI, UX, and brand elements via Slack or email for $1,950 per month.…
Glad-Labs retired its Gen-1 TopicDiscovery orchestrator, cutting nearly 900 lines of legacy code and collapsing logic into a single topic path. The team also fixed a GPU lock deadlock that caused invi…
Hyoomn, a new service from Fairpixels, offers weekly async design reviews for B2B SaaS teams that use AI to code, providing actionable feedback on UI, UX, and brand for $1,950/month. The service targe…
Loop Engineering introduces a governance architecture for AI agents that prevents costly errors by adding structured control layers, including task definitions, state separation, tool guards, observat…
A developer tested four AI-powered data pipeline tools—dbt Cloud with Vanto AI, Apache Airflow 2.9 with Claude, Prefect 3.0, and Fivetran—over six weeks on a real microservices ETL system. dbt Cloud w…
Pydantic, Prefect, and Hugging Face are offering a $10,000 bounty to anyone who can escape the Pydantic Monty Python sandbox and retrieve a secret stored on the hackmonty.com server. The bounty progra…