The autonomous sprint engine.
CASTLE reads markdown task lists, classifies each item by type (code · docs · analysis · testing · data-gen · security), routes tasks to the best available fleet machine + model, saves results to ~/.axe/castle-results/, and reports cycle summaries to axe.observer. Runs every 30 min via LaunchAgent on local hardware — zero paid API spend.
Canada's native LLM, trained from scratch.
Edge-2 Large is a 1.34B-parameter language model trained from scratch on Apple Silicon via MLX. RoPE positional encoding, SwiGLU activations, grouped-query attention, BPE-32K tokenizer. Not a fine-tune of a foreign base — the weights are ours, the architecture is ours, the corpus is Canadian. Q3 2027 target: Edge-3 at 11B parameters as the household-name Canadian model.
ByteDance Monolith, but Canadian — and with embeddings at write-time.
Core primitive: CSR (Cuckoo-Sharded Recall) — a collision-free hashmap + HNSW index serving three consumers: recommendation recall · oracle external knowledge retrieval · per-customer cross-conversation memory. Semantic embeddings are indexed at WRITE-TIME, which legacy Monolith deployments can't retrofit due to technical debt. Moat: the user-interest graph compounds richer across the Castle WireGuard mesh.
Post-quantum cryptography. Audit chain. Fail-closed.
Knox is the security pillar — the file-level provenance trail that makes AXE deployments survive a government procurement audit. Post-quantum signing via ML-DSA-87 (FIPS 204 Level 5, CNSA 2.0). Continuous watchdogs verify audit-chain integrity, revocation- bundle freshness, key-rotation policy compliance, and EMA (Edge Model Attestation) bundle expiry across the fleet. Every certificate that goes stale is a CRITICAL alert. Every quarantine is logged in the same chain.
Six components wrap Edge for 70B-class quality on narrow tasks.
Supercharge is the post-training cognitive scaffold that wraps Edge-11B-Instruct at inference time. Six components: axe-meta · axe-remember · axe-verify · axe-loom · axe-speculate · axe-oracle. Goal: 70B-class performance on regulated-domain narrow tasks, air-gapped on Apple Silicon, ~$0.0001/query. Direct sales only — this layer is private commercial — never publicly licensed.
The architecture isn't marketing.
It's the procurement story.
Procurement timelines we've hit: 30 days from first contact to signed PO. Deployment timelines: hours to days, not months.
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