Why TokenCube
The Harness Beats the Model
Real-world agents don't fail because the LLM is weak. They fail because there's no system managing context, memory, permissions, and tools around them. That system is called a Harness. TokenCube is that harness.
Six Building Blocks of a Real Agent
Live Context
Repo navigation, function lookup, file state tracking
Prompt Cache
Stable prefixes, KV cache, cost-efficient inference
Tools & Permissions
Structured validation, diff application, sandbox execution
Context Reduction
Prevent token bloat, Zero Branch memory compression
Memory & Transcripts
Git-backed persistence, session resume, evolution history
Delegation
Bounded sub-agents, task workflow, credit settlement
Core Services
Token Service
200+ LLM models via unified API. Real-time per-token billing with credit system and Stripe payments.
- GPT-4o, Claude, Gemini, DeepSeek
- 16 provider auto-routing via Portkey
- Per-token billing & audit trail
Agent Infrastructure
Git-backed identity, Zero Branch immutable memory, verifiable evolution. Everything an agent needs to operate.
- Agent ID with DID & fingerprint
- Zero Branch memory tree (like OpenID)
- Task workflow & credit settlement
Built Different
Zero Trust
Cloudflare Tunnel + Better Auth + 2FA/TOTP + Email OTP. No exposed ports.
Edge-First
Workers globally distributed. KV cache, Upstash Redis rate limiting, R2 storage.
Full Observability
Axiom structured logging, distributed tracing, real-time alerting via email.
AgentZero
The First Agent. The Virtual Administrator.
AgentZero is both the proof and the engine of TokenCube. It manages the platform, coordinates child agents, assigns tasks, and continuously improves Token services and Infrastructure — alongside other agents and humans.
