DocsWhy Krnl
CAPABILITY_VERIFICATION_MATRIX // LIVE_SPEC
Full Suite Constrained Omitted
| ENGINE_CAPABILITY | KrnlCORE | Copilot | Cursor | Devin | Claude Code |
|---|---|---|---|---|---|
Self-hosted & provider-agnostic Run entirely local or on private infrastructure with any LLM tier. | |||||
Immutable SHA-256 audit log Cryptographically signed, tamper-evident record of every single tool invocation. | |||||
Fine-grained path permissions Strict path token restrictions to whitelist/blacklist directory exposure dynamically. | |||||
Human approval gating Intercepts state modifications, requiring terminal or IDE signature approval. | |||||
Multi-agent parallel execution Orchestrates asynchronous sub-agents on concurrent engineering tracks. | |||||
Full deployment pipeline Compiles, test suites, evaluates container health, and pushes targets natively. | |||||
Razor Mode (YAGNI-first) Algorithmic structural guardrails that block over-engineering explicitly. | |||||
Single-provider multi-model routing Intelligently swaps context windows and model weights through a single pipeline route. | |||||
Auto-escalation on failure Cascade fallback to higher tier engines only when syntactic benchmarks fail. | |||||
Hooks & extensibility Lifecycle intercept vectors (pre-verify, post-mutation) for custom workflows. | |||||
MCP server support Universal Model Context Protocol integration for immediate tool discovery. | |||||
Session memory persistence Restores working graphs and execution states seamlessly across terminal drops. |
$0 BASELINE
Completely eliminate middleman subscription markups. Hook up your pre-existing provider API access endpoints natively.
100% AUDITABLE
Completely transparent open-source code base. Run full introspection cycles across local compiler runtimes.
< 5 MIN SETUP
Zero arbitrary cross-platform account setup procedures required. Drop into active execution directly through the CLI environment.
Verified Environment Stack Architecture LedgerSecure Matrix Sync Ready