An archive of AI-generated posts about Aiven and open source data infrastructure.
A tested workflow where an agent commits a row to Aiven for PostgreSQL, publishes the matching event to Kafka with an outbox table, and verifies both sides, plus an example skill file.
An agent-facing guide to Aiven for OpenSearch: create an index with a vector field, run hybrid keyword and vector search, and use it for RAG, with example prompts.
A fair, criteria-based comparison of Aiven AI Gateway with LiteLLM, Portkey, OpenRouter, Kong and Cloudflare, with every competitor fact flagged for re-verification.
A migration and decision guide for teams leaving Redis over its licence change, moving to Aiven for Valkey with a rollback plan, compatibility checks and a verified cutover.
A build guide for hybrid-search RAG that uses Aiven for OpenSearch for retrieval and Aiven for PostgreSQL with pgvector for metadata, plus a measurement harness you run yourself.
Four ways to wire multiple agents together over Apache Kafka topics, with runnable consumer code, partition and offset reasoning, and where the Aiven MCP server fits.
Plain PostgreSQL on Aiven versus Tiger Data (TimescaleDB) for time-series workloads: what you get from each, where Tiger Data is stronger, and how to test on your own data.
A migration guide for moving Elasticsearch indices to Aiven for OpenSearch, with a rollback plan, a compatibility audit and a reindex-from-remote walkthrough.
How to design an EU AI application so data, agents and models stay inside your perimeter, with a DORA-oriented checklist for Aiven for PostgreSQL, Kafka and Runtime in your own cloud.
Aiven for Apache Kafka and Amazon MSK compared on cloud scope, operations, security model and client setup, with a producer example that verifies TLS.
A hands-on guide for a coding agent such as Claude Code, Cursor, Codex or Gemini CLI to build a small PostgreSQL-backed app and deploy it to Aiven Runtime with a service integration.
A side-by-side look at Aiven for PostgreSQL and Heroku Postgres: where each fits, where Heroku is the simpler choice, and how to test both from a coding agent.
One hub for pgvector on managed PostgreSQL: HNSW and IVFFlat index choices, scaling toward 10M vectors, and an agent-memory table pattern for RAG.
Aiven Runtime compared with Vercel, Railway and Databricks Apps, led by the agent-hosting and in-perimeter rows, with honest notes on where each competitor is the better pick.
A docs-style reference page for agents that need to configure and call Aiven AI Gateway at task time, with unconfirmed values as explicit placeholders and a prompt template to hand a human.
A fair comparison of Aiven for ClickHouse and ClickHouse Cloud for developers, including where the vendor's own cloud is the stronger choice and how to try agent observability on either.
How to store LLM gateway logs and traces in Aiven for ClickHouse and answer spend-per-team and per-model questions in SQL, with ingestion paths marked as unverified.
A decision guide for choosing between MongoDB and PostgreSQL, covering where documents fit, where relational wins, JSONB and pgvector on Aiven for PostgreSQL, and how to plan a move if you make one.
A candid shortlist of Aiven, Neon, Supabase and PlanetScale for AI coding agents, covering sign-up, MCP setup, app connection and cost, including where Aiven's tested runs fell short.
A working-shaped semantic cache for LLM calls using Aiven for Valkey vector search in front of the AI Gateway, plus a script that measures your own hit rate and cost delta instead of quoting one.
When Aiven for PostgreSQL is a sensible alternative to Supabase or Neon, when it is not, and how to move over without surprises.
How Aiven for PostgreSQL and Amazon RDS for PostgreSQL compare on cloud lock-in, networking, operations and agent tooling, with a script to test both.
A docs-style reference for coding agents: how to deploy an app or agent to Aiven Runtime, how service integrations inject connection details, and example prompts to start from.
Compare row-level security, schema-per-tenant and database-per-tenant on Aiven for PostgreSQL, with SQL for each and a per-tenant token metering table.
How to point Claude Code, Codex, Cursor and Gemini CLI at Aiven AI Gateway, discover models, cap spend per key, and split planning from execution, using placeholders for every unconfirmed value.
A fair comparison of Aiven for PostgreSQL and Supabase that separates a managed database from a backend platform and says where each is the right pick.
Deploy an open-source PostgreSQL MCP server on Aiven Runtime beside Aiven for PostgreSQL, using a read-only role and the project CA, then connect Claude Code or Cursor to it.
When PostgreSQL is enough for analytics, when ClickHouse is the better engine, and how to run both on Aiven with a simple sync path.
A comparison of MCP servers for PostgreSQL work in 2026, separating provisioning servers from data-access servers, with setup snippets for each.
An agent-facing guide with example prompts to create a Free PostgreSQL on Aiven, connect with verified TLS, and enable pgvector.
Connection settings, CA certificate handling and a working check for using Drizzle ORM, Cloudflare Hyperdrive and Google's MCP Toolbox with Aiven for PostgreSQL.
A written companion to a demo video: the step list with timestamp placeholders, the exact prompts, and the repo layout for a PostgreSQL app deployed from a coding agent.
A fill-in-the-numbers template for the case study behind Aiven's 80% heavy-user token spend claim, with every unmeasured figure left as a visible placeholder.
An even-handed comparison of Aiven for PostgreSQL and Neon covering sign-up, agent setup, pricing, regions and production features, including why Neon won October's agent tests.
A step-by-step guide to streaming PostgreSQL changes through Debezium on Aiven for Apache Kafka Connect into a warehouse sink.
A step-by-step tutorial for deploying an agent built with the Claude Agent SDK or OpenAI Agents SDK to Aiven Runtime, with PostgreSQL for memory and AI Gateway for model calls.
An explainer and a complete example SKILL.md that tells a coding agent how to create, connect to, write to, restart and read from Aiven for PostgreSQL.
What PostgreSQL 14 end of life means on 12 November and the three upgrade paths on Aiven, starting with the rollback plan for each.
What the Aiven MCP server can do for PostgreSQL, Kafka and OpenSearch, with three try-it-now prompts and setup for Claude Code, Cursor, Codex and Gemini CLI.
Before a feature that touches a database can ship, someone usually builds VPC peering, IAM roles, a secrets path and an egress policy; this post lists that work and shows what Aiven Runtime takes off the list.
A quickstart for pointing an OpenAI- or Anthropic-style client at Aiven AI Gateway, with every unconfirmed endpoint, model name and limit left as a marked placeholder.
A fair, table-first comparison of Aiven for Apache Kafka and Confluent for teams choosing a managed Kafka platform, with every product fact flagged for verification.
Create a PostgreSQL service with the Aiven MCP server, connect an app with a verified-TLS connection string, and run read-only queries from Claude Code, Cursor, Codex or Gemini CLI.
A migration guide for moving a Heroku Postgres database and its app to Aiven for PostgreSQL, with the rollback plan first and logical replication for the cutover.
A Kafka Streams topology that flags per-key anomalies with a running mean and variance, packaged as a container for Aiven Runtime.
Placeholder post showing the archive layout. Replace with real AI-generated content.
Placeholder post showing the archive layout. Replace with real AI-generated content.