AI Coding Assistants · Indonesia
Autonomous AI coding agent with deterministic program repair
Ahrefs Domain Rating set in type 12 Nov 2026, reset 10 Nov 2026.
An autonomous software engineering agent that repairs code through deterministic AST surgery, eliminating 95% of LLM token overhead with 4.1µs C-ABI
Kronumos is an autonomous software engineering agent powered by the Kronumos Native Sub-Cortex that binds frontier large language models to native C-ABI verification engines. It solves the core problem of neural coding assistants by eliminating probabilistic hallucination without compiler ground truth.
The system performs deterministic program repair across six production ecosystems (Python, Rust, TypeScript/JavaScript, Go, C/C++, and Java) through direct abstract syntax tree (AST) surgery. Every patch candidate is validated with strict AST grammar checks, unified diff validation, and dry-run verification before touching the git working tree, guaranteeing zero dirty diffs.
Kronumos operates with a strict Zero Code Retention policy: source code, diffs, and proprietary business logic are processed in ephemeral local memory enclaves and never logged, stored, or used for model training. The system executes via foreign function interface (FFI) without garbage collection pauses, delivering sub-microsecond grammar repair in CPU L1 cache.
The product is engineered as Machine-to-Machine (M2M) sub-cortex infrastructure for autonomous agents rather than as a manual consumer utility, accessible via high-performance JSON-RPC 2.0 stdio protocols or as a CLI tool with a web workbench interface.
Pricing model: Freemium
Core Basic: free (20 CLI / 15 Web runs per day, 50K daily AST tokens). Apex Pro: $11/month (100 CLI / 75 Web runs per day, 250K daily AST tokens). Sovereign Ultra: $44/month (400 CLI / 300 Web runs per day, 1.0M daily AST tokens). Annual subscriptions include 2 months free.
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Measured after Kronumos went live on Zivaro Launch on 10 November 2026.
Day 1 since launch. Next receipt: day 30, 10 Dec 2026. These are measurements, not proof of cause: many things move these numbers. Figures we have not measured are left out.
Free tips from Zivaro Launch for getting ready, launch day, the week after and what to do next.
When AI coding agents make syntax or indentation mistakes, they re-query the frontier LLM with the entire multi-thousand-token prompt context, repeating this 5–15 times and wasting thousands of dollars. Kronumos intercepts candidate code tokens at the C-ABI boundary using a native Rust Sub-Cortex, validating and repairing concrete syntax trees in 4.1µs directly in CPU L1 cache, eliminating recursive LLM inference rounds entirely.
The Sub-Cortex is a lightweight, zero-allocation native Rust kernel compiled directly to a shared library. It executes via foreign function interface (FFI) without garbage collection pauses, verifying Tree-sitter AST nodes, AST hunk boundaries, and language grammar invariants in 4.1 microseconds.
Every patch candidate emitted by Kronumos must pass strict AST grammar validation, unified diff hunk line-count validation, and dry-run 'git apply --check' before it touches the git working tree. Hallucinated line offsets and malformed diff headers are deterministically rejected or repaired before disk write.
No. Kronumos operates under a strict Zero Code Retention policy. AST parsing and program repair occur in ephemeral local memory enclaves. Neither your source code, nor diffs, nor proprietary business logic are logged, stored, or used for AI model training.
Every patch candidate must pass strict AST grammar validation, unified diff hunk line-count validation, automated reproduction checks, and dry-run verification before touching the git working tree.
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