AiToolK.it has wound down. Our work continues at BytesBrains.

Intelligence layer interface and AI gateway with caching, failover, job-named lanes, and hard per-project spend budgets.

Autonomous GitHub PR review and security audit bots. Deterministic code review, security checks, and issue triage operated directly from pull requests.

Open Agent Economy. Agent-first efficient economy where AI agents transact for services within isolated wallets and smart-contract-enforced budgets.

Model evals and distillation — measuring real-world model conformance, reliability, and task-specific performance.

Under-60-second briefings on AI engineering, production agent architecture, and primary-source AI frontier stories.