We build tools that give engineering teams structural control over cloud infrastructure and AI agent workflows — what gets spent, what gets leaked, what gets decided.
Principiis obsta — resist the beginnings. Address root causes before they compound.
Cloud waste detection platform. 20+ open-source CLI scanners for AWS, GCP, Azure, Kubernetes, databases, and infrastructure — with a central dashboard for findings.
Enforcement runtime for autonomous AI agents. Policy decisions at execution boundaries — kernel-level on Linux, system-level on macOS, API-level on Windows.
AI proxy that removes wasted tokens and secrets from requests before they hit the model. Pay less, leak nothing, change nothing about how you work.
Agent coordination layer. Run multiple AI agents without collisions — deduplication, ownership, shared memory, and lifecycle enforcement for agent fleets.
Decision governance engine. The Council deliberates engineering and architecture decisions. Invite only.
Agent-Native CLI Convention. A methodology and toolkit for building CLI tools that AI agents can discover, install, and compose without plugins or registries.
26 LLM proxies caught stealing credentials. A supply-chain breach compromised thousands. One operator with Claude Code hacked 9 government agencies. The proxy layer is the new front door.
AI sessions corrupt, burn budgets, and die to false positives. The vendors close the bugs as stale. Here's what we built after losing $300 in one week.
An agent executed terraform destroy and wiped a production database. The agent worked correctly. The system around it was incomplete.
Why long AI coding sessions silently degrade — and what session tokendynamics means for human-AI collaboration.
Token counts measure volume, not structure. Decision boundaries and branch factor reveal how the model reasoned — not just what it cost.
AI collapsed the cost of writing code. It did not collapse the cost of knowing what to write. The shift from compute budgets to decision budgets.
Where the money goes in long Claude Code sessions, and why reasoning hygiene matters more than bigger context windows.