Back to browse
Data Processing Recipes for Edge Computing and AI Agents

Data Processing Recipes for Edge Computing and AI Agents

by TheIronYuppie·Feb 18, 2026·2 points·0 comments

AI Analysis

●●SolidNiche GemSolve My Problem
The Take

They've turned common pipeline primitives — PII scrubbing, schema enforcement, dead-letter queues, GDPR routing and sinks like Kafka/S3 — into composable 'recipes' that run on an open-source edge runtime. It's the right ergonomic idea (think npm for data plumbing) and will save teams time, but adoption will depend on runtime guarantees, observability, and how easy it is to slot these into existing Kafka/S3 ecosystems.

Target Audience

Backend/data engineers, infra engineers and ML engineers building data pipelines for AI agents and edge deployments

Post Description

Hey HN,

I'm David, CEO of Expanso. Today we're launching Expanso Skills — a catalog of 200+ production-ready data processing pipeline recipes for AI agents.

The problem: Every team rebuilds the same data processing primitives from scratch. PII scrubbing, log aggregation, GDPR routing, schema enforcement, dead letter queues. Each time, slightly broken. Each team, from zero.

What we built: Reusable, composable pipeline recipes that run on Expanso Edge (our open-source distributed compute layer). Think npm packages, but for data processing.

A few examples: - `remove-pii` — Strips sensitive fields before data reaches your AI agent - `parse-logs` — 1,000 raw log lines → 1 structured JSON digest (99.9% reduction) - `cross-border-gdpr` — Routes data based on jurisdiction automatically - `dead-letter-queue` — Capture and retry failed pipeline messages - `fan-out-kafka` / `fan-out-s3` — Distribute processed data to multiple destinations - `enforce-schema` — Validate and coerce incoming data before it hits downstream services

Install and run in under 2 minutes: expanso skill install remove-pii expanso skill run remove-pii --input ./customer-data.csv

Why this matters for AI agents: Most agent frameworks assume agents can query whatever they want. That's a security and compliance disaster. Skills enforce least-privilege at the infrastructure level — agents never see raw data, only filtered, purpose-fit outputs.

Product Hunt: https://www.producthunt.com/products/expanso-skills?utm_sour...

Happy to answer anything — architecture, specific skill implementations, edge deployment. Ask away.

Similar Projects

AI/ML●●Solid

WebCap – Reusable web capabilities for AI agents

Reusable script hub for browser automation when AgentQL and Browser Use already exist.

Ship ItNiche Gem
huadream5827
404d ago