https://aimdb.dev/blog Technical articles about AimDB — the async, in-memory dataflow engine for MCU, Edge, and Cloud. Covers data contracts, dataflow primitives, deployment, and architecture. en-us Fri, 27 Mar 2026 00:00:00 +0000 https://aimdb.dev/blog/building-aimdb-one-async-api https://aimdb.dev/blog/building-aimdb-one-async-api Fri, 27 Mar 2026 00:00:00 +0000 How we built a unified async runtime abstraction that compiles the same typed structs for Cortex-M4 microcontrollers and Linux servers — the design decisions and trade-offs https://aimdb.dev/blog/ai-introspection-with-mcp https://aimdb.dev/blog/ai-introspection-with-mcp Sun, 22 Mar 2026 00:00:00 +0000 How AimDB's MCP server turns your running distributed system into something an AI assistant can query, understand and help you design — from live sensor values to architecture proposals. https://aimdb.dev/blog/schema-migration-without-ceremony https://aimdb.dev/blog/schema-migration-without-ceremony Sun, 08 Mar 2026 00:00:00 +0000 How AimDB's MigrationStep and MigrationChain give you type-safe, bidirectional schema evolution — validated at compile time, dispatched automatically at runtime. https://aimdb.dev/blog/streamable-crossing-boundaries https://aimdb.dev/blog/streamable-crossing-boundaries Tue, 03 Mar 2026 00:00:00 +0000 How AimDB's Streamable trait eliminates parallel type systems at WASM, WebSocket and CLI boundaries — and why a four-line change is all it takes to add a new contract. https://aimdb.dev/blog/aimdb-meets-the-browser https://aimdb.dev/blog/aimdb-meets-the-browser Fri, 27 Feb 2026 00:00:00 +0000 The same Rust dataflow engine that runs on STM32 and Kubernetes now compiles to WASM — with contract enforcement at the boundary, not in JavaScript. https://aimdb.dev/blog/data-driven-design https://aimdb.dev/blog/data-driven-design Sun, 22 Feb 2026 00:00:00 +0000 Why inverting the relationship between code and data changes everything — and how AimDB's Rust dataflow engine makes data-first architecture work from STM32 to Kubernetes. https://aimdb.dev/blog/long-term-record-history https://aimdb.dev/blog/long-term-record-history Sat, 21 Feb 2026 00:00:00 +0000 AimDB's pluggable persistence layer adds queryable history to your Rust dataflow engine — from edge devices to Kubernetes, without changing producers or consumers. https://aimdb.dev/blog/source-tap-transform https://aimdb.dev/blog/source-tap-transform Mon, 09 Feb 2026 00:00:00 +0000 The three core primitives of AimDB's Rust dataflow engine — how data enters, flows, and transforms from MCU to cloud with compile-time safety. https://aimdb.dev/blog/data-contracts-deep-dive https://aimdb.dev/blog/data-contracts-deep-dive Tue, 20 Jan 2026 00:00:00 +0000 How Rust portable data contracts enable seamless data flow from no_std microcontrollers to Kubernetes — same code, MCU to cloud. https://aimdb.dev/blog/introducing-aimdb https://aimdb.dev/blog/introducing-aimdb Thu, 15 Jan 2026 00:00:00 +0000 The no_std async dataflow engine for streaming sensor data across embedded MCU, edge gateway, and Kubernetes — same Rust code everywhere.