Pawan
Self-healing CLI coding agent. CLI commands, tooling support, streaming TUI with markdown and vim keybindings. AI commit, review, explain, test analysis, watch mode. Named after Power Star Pawan Kalyan.
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Building the platform that powers the future of AI agents
We're a software company creating open-source infrastructure and enterprise solutions for the AI economy. Our mission: make AI agents accessible, deployable, and reliable for everyone.

Reliable infrastructure & products
Seamless deployment for businesses
Long-term relationships, not transactions
ARES is our open-source, reliable runtime built in Rust — where developers build intelligent agents and businesses deploy them seamlessly.
Built With & Published On
Self-healing CLI coding agent. CLI commands, tooling support, streaming TUI with markdown and vim keybindings. AI commit, review, explain, test analysis, watch mode. Named after Power Star Pawan Kalyan.
Our reliable AI agent runtime built in Rust. ARES is the operating system for AI agents, run managed workflows from OpenAI, Anthropic, Google, or custom implementations on one platform.
Persistent context memory server that prevents AI hallucination. Knowledge-state classification, gap detection, and constraint injection. MCP tools, stdio + SSE. Built in Rust. Governed-context.
Modular tool framework for AI agents. File operations, web scraping, API integration, and custom tool creation. Built in Rust with MCP compatibility.
Intelligent search layer for AI agents. Web search, document retrieval, and knowledge aggregation with built-in source verification.
Declarative config management for the dirmacs stack. TOML manifests that generate tool configs, model registries, and agent definitions across the entire ecosystem.
Minimal agent runtime — LLM inference, model fallback chains, and tool calling in compact Rust runtime. Part of the claw family. Small binary, lean dependencies, zero bloat.
NVIDIA NIM model latency benchmarker. model catalog, P50/P95/model catalog checks, stability scores, recommendation engine, watch mode with alerts. Written in Nim.
Let's discuss how we can help transform your ideas into reality.
From intelligent automation to custom software — solutions that help businesses scale with confidence.
Intelligent automation that scales your operations without scaling your headcount. From support to lead qualification to internal workflows.
Reliable websites built for conversion. We use Next.js, React, and modern tooling to ship fast, SEO-ready products.
Cross-platform apps that run everywhere — iOS, Android, desktop, and cloud. Built to scale from day one.
Turn raw data into decisions. Custom dashboards, predictive models, and business intelligence built around your KPIs.
Core tools are built with open-source distribution in mind. Infrastructure should be transparent, auditable, and community-driven.
Memory safety, zero-cost abstractions, fearless concurrency. Our infrastructure doesn't crash at off-hours.
Governed-context technology for AI context memory and hallucination prevention. We don't just build — we innovate.
Single-agent deployments to full multi-agent orchestration. Our infrastructure scales with your ambitions.
ARES is open source and available on GitHub. Check out the code, contribute to the project, or contact us for custom AI development services.
Have questions or want to collaborate?
build@dirmacs.com