Technical guides built for AI

Benchmarks, implementation details, and reproducible pipelines for building with Deeplake.

Spin up Postgres in a second: How We Built Serverless PG for Agents.

We built a serverless, PostgreSQL-compatible database. Not a modified PostgreSQL deployment. PostgreSQL provides the interface. Deeplake provides the storage engine. DuckDB provides the query execution.

Author: Sasun Hambardzumyan
Tags: PostgreSQL, Serverless, AI Agents, Deep Lake, DuckDB

Your Agents Are Drowning in Quicksand. Give Their Data a Sandbox.

Databases were built for applications. Deeplake is built for agents. A sandboxed, serverless Postgres instance that spins up with every agent, scales with the swarm, and dies when the job is done.

Author: Davit Buniatyan
Tags: AI Agents, Deep Lake, Databases, Serverless, Multimodal

Software Factory Ran Autonomously for 15h, 2x Speed Up on TPC-H, ASAN-verified, Cost $160

An autonomous agentic workflow achieved a 2x speedup on TPC-H benchmarks by optimizing a large C++ codebase over 15 hours for just $160.

Author: Davit Buniatyan
Tags: AI Agents, Performance Optimization, C++, Deep Lake