v2.0 — Rewritten in Go

gitagent

go

Turn your codebase into a self-operating system with powerful AI. Conflict-free concurrency, zero-latency security, and sub-50ms cold starts.

terminal
$gitclaw --model ollama:kimi2.5 --voice --dir ~/project
Agent runtime started in 42ms

Everything You Need to Build
with Agents

A complete runtime designed for production agent workflows — not just demos.

Guard Pipeline

Stateless circuit breaker verifying strict policy constraints with zero-latency enforcement.

MVCC Ledger

Multi-version concurrency control for conflict-free file writes across parallel agents.

Go Runtime

Single statically compiled binary with goroutine-based concurrency and sub-50ms cold starts.

Semantic Diff

AST-based code analysis providing human-readable summaries of structural code mutations.

Benchmarking

Evaluate agent performance across LLMs natively — test tokens, accuracy, and speed.

Plugin System

Extensible architecture with tools, skills, hooks, memory layers, and prompt additions.

Architecture

Designed for Production
Agent Workflows

Guard Pipeline

Stateless circuit breaker enforcing policy constraints with 0.3ms latency

Request
Auth Check
Rate Limit
Policy Gate
✓ Pass

Go Router

Multi-threaded dispatcher with goroutine pooling

func main() {
router := NewRouter()
router.Use(GuardMiddleware)
go router.Serve(":8080")
}

MVCC Write Ledger

Conflict-free concurrent writes across multiple agents

Agent A → v1✓
Agent B → v2✓
Agent C → v3✓

Semantic Diff Engine

AST-based analysis providing human-readable mutation summaries

$ gitclaw diff --semantic
→ Refactored parse function to ES6 arrow.
→ Upgraded variable x to const.
→ Logic remains completely identical.

Performance Gains

Cold Start
850ms42ms
Binary
180MB9.2MB
Guard
12ms0.3ms

Performance

The Speed
Showdown

V8 engine boot times bottlenecked agent workflows. We replaced it with a single, statically compiled Go binary. The result speaks for itself.

Node.js
>800ms
Go Runtime
<50ms
MetricV1V2 (Go)
Cold Start850ms42ms(-95%)
Tokens Used12,4508,100(-34%)
Pass Rate85%100%(+15%)
Binary Size180MB9.2MB(-95%)
Guard Latency12ms0.3ms(-97%)
G

Built by Shubh Shrivastava

for Lyzr

This entire architecture migration, the new features, and this presentation website represent my final engineering submission to join the Lyzr team.

Review My Code