Ablation-First Engineering
Prompts, skills, tools, workflows — nothing is sacred if the model no longer needs it. We measure what’s essential through ablation tests, not assumption. The best harnesses are the ones that get out of the way.
Honest Verification, Not Self-Reports
We don’t trust agent self-reports — we verify completion through objective signals that catch reward-hacks, hollow tests, and blast-radius bugfixes that naive gates miss.
Continuous Evolution, Not Static Delivery
Skills expire when models outgrow them. Evals saturate and get replaced. Harnesses rebuild every generation. We don’t ship static products — we ship continuous development environments where agents learn, work, and improve without ever leaving the platform.
Our Ecosystem
- Reckon
- Objective verification layer for agents
- SkillForge
- Ablation-first registry of agent skills
- AgentSpace
- 24/7 collaborative workspace for fleets
- Dream Team
- Continuous training ↔ production pipeline
Engineering Credibility
- Built on Proven Foundations
- Open-source contributions to CodeAlive-AI agent skills ecosystem
- Reckon plugin: 85+ flags, 1300+ deterministic tests, dual-licensed
- Ablation methodology inspired by Claude Code’s engineering practices