This is part 2 of Converge or Diverge, a three-part series about AI coding agents in a large codebase. Part 1: Maintaining Long-Term Code Quality With Agentic AI · Part 2: The Antipattern That Makes a Codebase Diverge (you are…
This is part 1 of Converge or Diverge, a three-part series about AI coding agents in a large codebase. Part 1: Maintaining Long-Term Code Quality With Agentic AI (you are here) · Part 2: The Antipattern That Makes a Codebase…
v0.19 added features. v0.20 is a maintenance release. Smarter’s development toolchain moves to Python 3.14, the Pinecone vectorstore backend drops three LangChain packages that blocked the upgrade, and a new platform shows its infrastructure as soon as it starts. There…
v0.16 through v0.18 added new kinds of infrastructure, namely self-hosted models, proxies, budgets and vector databases. v0.19 is about what people see. Chatbots can now show real images, write equations and draw diagrams. The web console’s resource lists can finally…
v0.17 made what already existed work. v0.18 builds on it in three directions. LLMClients can be served from your own domain. Everything that talks to the cloud now goes through one service layer, which also lets Smarter run on a…
v0.16 added four resource kinds, LLMHost, Proxy, Budget and Vectorstore. v0.17 adds almost nothing new. It is about making what already exists work, and tell you why when it doesn’t. We raised the unit test coverage of Smarter’s Django apps…
v0.15 was about describing an AI application, with one YAML manifest that wires a model, plugins, MCP servers and guardrails into an LLMClient. v0.16 is about running AI applications. That covers the models, the vector databases, the API keys and…
Build AI Applications Without Writing Code Today we’re shipping v0.15, and it’s the release where Smarter stops being a platform you write code against and becomes a platform you just describe. An AI application that searches the web, queries your…