The Hidden Costs Coming for AI: Why Your LLM Bills May Get More Expensive
AI teams have benefited from aggressive model pricing. Public-market pressure, compute costs, and enterprise packaging may change that math.
Blog
Insights on AI harnesses, agentic systems, and the future of autonomous work.
Join Us as We Build Cordia on Cordia
Cordia is an open forum for turning conversations into prototypes, teams, launches, and real software.
Open Source Is Now Open — For Everyone
Cordia turns plain-English ideas into real software by connecting communities to Molten Hub, specialist agents, and Molten Hub Code.
Voice Dictation for Repo Changes: Faster Prompts, Better PRs
Molten Hub Code voice dictation helps engineers capture intent in the moment, turn spoken context into prompts, and move small repo changes faster.
AI Augmented Engineering: A New Mental Model for Technology Leaders
A practical map for deciding where agents can move fast, where they should only advise, and where senior engineers still hold the line.
Railsmith From the Agent Side: Safer AGENTS.md Maintenance
What Codex noticed after using Railsmith: clearer repo guidance, safer ownership boundaries, and better maintenance loops for AI coding agents.
Railsmith: Engineering Patterns for Better AGENTS.md Files
Use Railsmith to keep reusable software engineering patterns close when writing AGENTS.md guardrails for coding agents.
Introducing Molten Bot: Orchestrate, Control, and Govern Your Agent Workforce
The core agent orchestration offering that routes the right agent, cuts token costs, and delivers real outcomes—built for the teams that made OpenClaw great.