Engineering in the Age of
Agentic AI
We don't just build software; we build the autonomous systems that build software. Mastering the stack of the future: deployed LLMs, Agentic Frameworks, and AI-driven infrastructure.
The Modern AI Stack
Legacy development is too slow. We leverage cutting-edge tools to deliver exponential velocity and capabilities.
LangGraphNew
Moving beyond simple chains to stateful, cyclic graph architectures. We build complex, multi-agent workflows that can reason, persist state, and retain context over long-running tasks.
Antigravity FrameworkProprietary
Our proprietary agentic engine. High-leverage coding agents that work alongside human engineers to plan, execute, and verify complex refactors and feature implementations autonomously.
Claude Code
Leveraging Anthropic's most advanced coding models for deep architectural understanding. We integrate Claude Code for semantic code analysis and massive-context refactoring.
Cursor AI
AI-native editor workflows. We optimize developer environments with custom rules (`.cursorrules`) and context indexing to make every engineer 10x more effective.
AI-Driven GitLab Runners
Intelligent CI/CD pipelines that self-diagnose failures. We deploy GPU-enabled runners optimized for model inference and automated code review agents within your merge requests.
Enterprise LLM Ops
Security-first deployment of open weights (Llama 3, Mistral) and proprietary models. RAG pipelines, fine-tuning, and evaluation frameworks for mission-critical reliability.
Deployed Reality, Not Hype
We apply these frameworks to solve the most intractable engineering bottlenecks.
Legacy Modernization
We deploy Antigravity Analysis Agents to map monolithic codebases and autonomously generate plan-aware migration scripts to microservices.
Result: 18 months of refactoring compressed into 12 weeks.
Self-Healing Infrastructure
LangGraph supervisors monitor production logs, triage incidents, and spin up sandbox environments to test patches before human review.
Result: 60% reduction in MTTR and zero-page sleep schedules.
Automated Compliance
Agents that parse NIST 800-53 controls and automatically verify Infrastructure-as-Code against them, generating artifacts for audit.
Result: Continuous ATO readiness without the paperwork fatigue.
The Agentic
Architecture Blueprint
Most teams slap a chatbot on their docs and call it AI. We build dedicated Cognitive Architectures based on the ReAct pattern (Reasoning + Acting).
Perception Layer
Ingesting logs, code diffs, and tickets using vector embeddings for semantic understanding.
Cognitive Core (LangGraph)
State management for multi-turn reasoning. Agents can "think" before they act, consulting policy docs or testing hypotheses.
Action Interface
Safe, permissioned tool-use. Agents can open PRs, run SQL queries (read-only), or trigger deployments via GitLab API.
"The error stems from a race condition in the useAuth hook introduced in line 45. Suggest wrapping in useEffect..."
How We Apply It
Agentic Orchestration
We don't just write scripts; we build graph-based agents using LangGraph that can decompose complex problems, research solutions, and execute multi-step coding tasks with human oversight.
Autonomous Verification
Using Claude Code and AI GitLab Runners, our pipelines don't just fail; they analyze the error, propose a fix, and verify it against the spec before alerting a human.
Force-Multiplied Teams
We equip your team with Antigravity and Cursor workflows, turning every senior engineer into an architect of autonomous agents, effectively 10x-ing their output.
Modernize Your Development
Stop building like it's 2020. Adapt your engineering culture to the era of Agentic AI.