Simor Consulting

Category: Tooling

LLM evaluation platforms compared: LangSmith, Braintrust, Patronus
LLM evaluation platforms compared: LangSmith, Braintrust, Patronus
14 May, 2026 | 05 Mins read

Building an LLM application is the easy part. Knowing whether it works — whether it still works after you change a prompt, swap a model, or add a tool — is the hard part. LLM evaluation platforms exis

Orchestration face-off: Airflow vs Prefect vs Dagster
Orchestration face-off: Airflow vs Prefect vs Dagster
07 May, 2026 | 06 Mins read

The orchestration market has a clear incumbent and two serious challengers. Apache Airflow has been the default choice since 2015. Prefect and Dagster both emerged to address Airflow's pain points, bu

Vector database showdown: Pinecone, Weaviate, Qdrant, Milvus
Vector database showdown: Pinecone, Weaviate, Qdrant, Milvus
06 May, 2026 | 05 Mins read

Every team building retrieval-augmented generation or semantic search eventually needs a vector database. The market has consolidated around four serious options: Pinecone, Weaviate, Qdrant, and Milvu

dbt vs SQLMesh: which transformation tool wins in 2026?
dbt vs SQLMesh: which transformation tool wins in 2026?
23 Apr, 2026 | 06 Mins read

Every analytics team eventually faces the same choice: how do you transform raw data into something analysts can actually use? For years, dbt was the only serious answer. SQLMesh arrived with a differ

Automated Data Quality Gates with Great Expectations & Soda
Automated Data Quality Gates with Great Expectations & Soda
28 Apr, 2025 | 07 Mins read

Organizations often treat data quality as secondary—something to address after building pipelines and training models. This perspective misunderstands modern data systems. In a world where ML models m