article
Read the engineering stories
Technical writing about the design decisions, failures, and tradeoffs behind the ecosystem.
- EcosystemDEV Community
Six open-source pieces, one JavaScript agent stack
Why a complete agent stack should remain composable instead of forcing teams into a single provider or platform.
- architecture
- open source
- provider independence
Open resource ↗
- AgentsKitHashnode
The model call was the easy part: keeping an agent stack replaceable
A practical argument for contracts and replaceable providers across an agent system.
- architecture
- adapters
- provider independence
Open resource ↗
- Doc BridgeDEV Community
I stopped asking coding agents to guess where they could edit
How deterministic edit roots and verification commands reduce unsafe agent guesswork.
- coding agents
- documentation
- safety
Open resource ↗
- PlaybookDEV Community
I stopped writing rules for coding agents that CI could not enforce
Turning repository guidance into executable rules and repeatable CI evidence.
- coding agents
- CI
- engineering standards
Open resource ↗
- RegistryDEV Community
I stopped installing opaque AI agents and started copying their source
Why inspectable, source-owned agents are easier to trust, adapt, and maintain.
- agents
- source ownership
- open source
Open resource ↗
- AgentsKitHashnode
I removed an arbitrary SQL RPC from an agent memory adapter
A concrete safety improvement for vector memory that replaced arbitrary SQL execution with constrained operations.
- memory
- Supabase
- security
Open resource ↗
- Doc BridgeDEV Community
I made stale coding-agent context fail CI instead of failing silently
A deterministic gate for detecting when agent instructions no longer match the repository.
- coding agents
- documentation
- CI
Open resource ↗
- AgentsKitHackerNoon
Your agent framework should not become your architecture
Why stable contracts and replaceable integrations matter more than committing a product to one agent framework.
- architecture
- frameworks
- provider independence
Open resource ↗
- AgentsKitMedium
The model call was the easy part: keeping an agent stack replaceable
A cross-published architecture essay about keeping models, memory, tools, and observability replaceable.
- architecture
- adapters
- provider independence
Open resource ↗