Blog

Engineering and product writing on AI-native software

How autonomous AI engineers, multi-agent orchestration, and a product knowledge graph change how software gets built — written by the team building Prodedify.

What you will find here: product updates from Prodedify, engineering deep-dives on how we build autonomous AI engineers (multi-agent orchestration, isolated execution sandboxes, the product knowledge graph), and broader thoughts on where AI-native product management is going. Aimed at product managers, founders, and software engineers who want the agent era to actually ship code, not just generate it.

Case Studies

How Prodedify built Kiln: the AI shopping agents behind Frela

A look at how Prodedify designed and shipped Kiln — the provider-agnostic AI agent layer that powers conversational shopping on our own store, Frela.

Jun 26, 2026 · 9 min read

Engineering

Grounding AI shopping agents in real product data

How Kiln uses semantic search, pgvector, and tool calling to keep AI shopping answers tied to a real catalogue — instead of hallucinating products, prices, and stock.

Jun 23, 2026 · 8 min read

Announcements

Introducing Prodedify: AI-native project management

We built Prodedify because we believe project management should work for you, not the other way around.

Mar 10, 2026 · 5 min read

Product

How AI agents are reshaping product development

From drafting specs to pushing PRs, autonomous agents are becoming first-class members of engineering teams.

Mar 8, 2026 · 7 min read

Engineering

Why we run AI agents in Firecracker microVMs

Security and isolation are non-negotiable when agents execute code on your behalf.

Mar 5, 2026 · 6 min read

Explore the platform

FeaturesThe full Prodedify platform in one view.AI AgentsHow autonomous engineers plan, build, and ship.The MethodThe product lifecycle Prodedify is built around.