From Foundation Models to Autonomous Agent Engineering
The definitive production manual for Google DeepMind’s autonomous stack: deep thinking chain tuning, sidecar MCP protocols, reactive wakeups, cross-agent benchmarks, and industrial Veo 3 cinematography.
[AGY-Core] 🔍 Discovered 12 workspace files; ingested `rules/security.md`...
[Dispatcher] ⚡ Dispatched Subagent `test-runner` to baseline current test suite...
[Diff-Engine] 📝 Atomic diff applied to `src/auth.ts` (+32 lines, -11 lines)
[Verification] ✅ npm test: 24/24 specs passed in 1.4s with 0 regressions
[AGY] ✨ Objective achieved autonomously with verified end-to-end tests.
Live System Topology
Antigravity 2.0 Dual-Lane Engine Architecture
Click any component node below to inspect real runtime dispatch protocols, sandbox isolation boundaries, and asynchronous event streams.
AGY Autonomous Core Engine
The central agentic brain managing prompt intent parsing, long-term transcript memory, and task state machines.
Architectural Highlights:
- ✔Zero-loss session persistence with automatic transcript journaling
- ✔Dual-lane tool routing (Eager vs Lazy protocol)
- ✔Subagent spawning with isolated workspace branches
agy run "Audit SQL queries & refactor auth" --timeout 300Interactive Engineering Suite
Calculators, MCP Repositories & Agent Tooling
Production utilities to optimize your token budget, configure sidecars, and scaffold agent capabilities.
Model Cost & Latency
Real-time token pricing, prompt cache discounts, and TTFT benchmarks comparing Gemini 3 vs Claude 3.7 vs GPT-4o.
Sidecar MCP Directory
Filter production MCP servers (actkite, cua-driver, chrome-devtools) and export ready-to-use `.agents/mcp_config.json`.
CLI & Command Search
Instant search across agy CLI commands, slash commands, shortcut keys, and task manager commands with one-click copy.
Skill & Rule Generator
Scaffold spec-compliant `SKILL.md` workflows and workspace `GEMINI.md` rule files with automatic validation.
Core Knowledge Pillars
Systematic Engineering Handbooks & Guides
Antigravity Platform & agy CLI
In-depth architecture analysis: sidecar MCP protocol routing, reactive wakeup loops, custom skills/rules specification, and CI/CD pipelines.
Gemini 3 Matrix & Terminal Workflows
Complete setup across macOS, Linux, and Windows; Thinking Budget tuning for complex reasoning; and native VS Code/Cursor integrations.
Coding Agents Leaderboard & Benchmark
Antigravity vs Claude Code vs Cursor vs Windsurf vs Aider: rigorous benchmarks across terminal autonomy, multi-file atomic diffs, and test self-healing.
Google Veo 3 Video & Camera Directing
Master professional camera prompts (FPV dive, 360 orbit, push-in) and structured cinematic lighting formulas for next-gen generative media.