Postgres Is Eating the Database World in 2026: Here's Why

in Database / Backend on Postgresql, Database, Pgvector, Timescaledb, Vector database, Graph database

There’s a meme in the database community: “Just use Postgres.” It started as a half-joke. Now it’s serious architectural advice. In 2026, the question isn’t whether PostgreSQL can handle your use case — it’s whether the operational simplicity of “one database to rule them all” outweighs the theoretical performance advantages of a specialist.

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MCP: The USB-C for AI Agents Is Here and Changing Everything

in Ai / Architecture on Mcp, Model context protocol, Ai agents, Anthropic, Tool use, Interoperability

If you’ve worked with AI agents in 2025, you probably felt the pain: every LLM had its own proprietary way of connecting to tools, every platform required custom integrations, and the combinatorial explosion of “Model A × Tool B” glue code was becoming a full-time job. Then Model Context Protocol (MCP) showed up and changed the conversation entirely.

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Durable Execution: The Pattern That Makes Distributed Systems Reliable by Default

in Architecture / Distributed systems on Durable execution, Temporal, Restate, Distributed systems, Workflows, Reliability

Here’s a scenario every backend engineer has lived through: you write a workflow that calls three external services, processes some data, and updates a database. It works great in staging. In production, it fails on the second service call at 2 AM, leaves the system in a half-finished state, your on-call engineer spends two hours figuring out what happened, and you spend the next week writing idempotency logic, retry handlers, and compensating transactions you should never have needed.

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