Hi there, I'm Arda (@aloneangel45)
Building reliable, deterministic infrastructure for AI agents and developer tooling.
Engineering high-throughput, deterministic runtime proxies, checkpointing engines, and low-level system utilities for autonomous AI development workflows.
A tightly integrated, zero-bloat developer toolchain engineered to compress context-window overhead, guarantee deterministic replay, and protect deep-work focus:
| Project | Role & Purpose | Key Highlights | CI | Stack |
|---|---|---|---|---|
| ToolPrune | Adaptive MCP Proxy & Token-Budget Stream Filter | Progressive --max-schema-tokens compaction and dynamic tool hydration cutting MCP schema tokens by 93.3%–96.5% at <0.4ms cold-pass latency across Stdio, SSE, and Streamable HTTP (/mcp). |
Go MCP JSON-RPC |
|
| TracePort | Deterministic Flight Recorder & Zstd Shadow-Tree Engine | Content-addressed workspace checkpointing with Zstd preset/trained dictionaries (86.1% footprint reduction, 557us stat-cached scan) and O(1) JSONL flight logs for $0 zero-token rollback. | Go Zstd Git |
|
| AgentFixture | Zero-Cost Deterministic CI/CD Cassette Runner | Native Anthropic & OpenAI SSE stream recording/replay (instant/scaled/exact timing), zero-outbound-network guard, 16MB MCP stdio proxy, Go agenttest SDK, and TracePort v1.1 importer. |
Go SSE CI/CD |
|
| FocusFlow | Deep Work Discipline Engine & Desktop HUD | Unified Go CLI and zero-dependency Python Catppuccin Mocha HUD with crash-safe SHA-256 dual-stack IPv4/IPv6 hosts sinkholing, Win32 DACL preservation, and low-overhead Win32/POSIX process supervision. | Go Python Win32 |
┌───────────────────────────────────────────────────────────────┐
│ AI Coding Agent (Claude Code / Cursor / Windsurf) │
└───────────────────────────────┬───────────────────────────────┘
│
┌────────────────────────┴────────────────────────┐
▼ ▼
┌─────────────────────┐ ┌─────────────────────┐
│ ToolPrune │ │ TracePort │
│ (Adaptive Stream │ │ (Zstd Shadow-Tree │
│ 93.3%-96.5% Prune) │ │ & Flight Recorder) │
└──────────┬──────────┘ └──────────┬──────────┘
│ │
▼ ▼
[Upstream MCP Fleet] ┌─────────────────────┐
(Stdio / SSE / /mcp) │ AgentFixture │
│ (SSE + MCP Offline │
│ $0 CI Cassettes) │
└─────────────────────┘
- Languages: Go, Rust, Python, C/C++, TypeScript, Modern Shell / PowerShell
- Systems & Low-Level: Win32 API (
Toolhelp32,ReplaceFileWDACLs, Job Objects), POSIX (/proc, process groups, signal handling), IPC (Stdio, SSE, Streamable HTTP) - Agentic & Protocols: Model Context Protocol (MCP), JSON-RPC 2.0, Anthropic & OpenAI Server-Sent Events (SSE),
cl100k_baseToken Calibration, Pre-Bind JSON Schema Validation - Storage & Determinism: Dictionary-Trained Zstandard (Zstd) Content-Addressable Storage, Append-Only JSONL Event Logs, Crash-Safe Write-Ahead Journals, SHA-256 Integrity Verification
- DevOps & QA: Multi-OS GitHub Actions Matrices (Linux, Windows, macOS), Go Race Detector Auditing, Reproducible
CGO_ENABLED=0Cross-Compilation (amd64/arm64)
"Build with zero bloat, verify with zero mocks, engineer for deterministic resilience."
Crafted by aloneangel45

