Postgres
3 stories filed under Postgres on Beyond Market Intelligence. The newest of them: “Postgres: Your Durable Orchestrator for Workflows Without External Tools”, “Build smarter agents by connecting LangGraph to Postgres locally or in the cloud.”, and “TrueForge gives developers more control over AI agents without the cost burden”. Most teams assume durable workflows demand an external orchestrator, but Postgres can handle that heavy lifting on its own. Connecting a LangGraph AI agent to Postgres doesn't have to be a headache. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every Postgres story on Beyond Market Intelligence, newest first.
Postgres: Your Durable Orchestrator for Workflows Without External Tools
Most teams assume durable workflows demand an external orchestrator, but Postgres can handle that heavy lifting on its own. Raman Varma shows how the database itself becomes the state store and coordination layer, using `SKIP LOCKED` for concurrent processing, primary-key checkpoints for idempotency, and leases to survive crashes. Even workflow sleeps and human approvals persist as database state. It's a pragmatic, accessible approach for teams already comfortable with Postgres.
Build smarter agents by connecting LangGraph to Postgres locally or in the cloud.
Connecting a LangGraph AI agent to Postgres doesn't have to be a headache. This walkthrough shows you exactly how to run the backend locally with Docker or scale it to the cloud, keeping the focus on practical steps rather than abstract theory. It's a straightforward approach for anyone tired of wrestling with database integrations. We appreciate the clarity here, especially since so much AI tooling feels needlessly complex. For deeper context on how LLMs handle structure, our piece on paragraph navigation is worth a look.
TrueForge gives developers more control over AI agents without the cost burden
TrueForge enters a crowded field with a straightforward pitch: more control, lower cost. TrueFoundry's open-source harness, released under the MIT License, reports task completion costs 30% to 75% below Anthropic's managed offering, depending on the model used. That's a concrete claim, and it's backed by a sensible design that trims context waste and treats sandboxes as optional tools. For enterprises tired of choosing between vendor lock-in and operational overhead, TrueForge offers a practical middle path.