Don't Build Your Own Peak: Time-Spreading Background Agent Schedules
Antigravity 2.0's desktop auto-schedules tasks in the background. Convenient, but cluster them at round hours and you build your own peak, and the late-night jobs fail together. Here is a design that spreads times and bans overlap, with real results.
Detecting and Fixing Drift Between a Guide Skill and Your Code
Pin a procedure into a built-in Guide skill and it gets left behind when the code later changes. Here is an operational design that machine-checks the things a Guide references, catches drift early, and keeps the Guide thin.
Don't Let Your Automation Lean on AI Ultra's 5x Ceiling
The $100/month AI Ultra plan raises Antigravity's usage limits to 5x AI Pro. But if you architect automation around that ceiling, it collapses the moment you drop back a tier. Here is a limit-independent degradation design, with the real pain points.
A Review Gate Design for Safely Folding Parallel Agents' Diffs into One Branch
Antigravity 2.0 made running multiple agents in parallel practical, but verifying each agent's output and integrating it into one branch is left to you. Here is how to build a diff-level review gate in stages, with judgment criteria and scripts.
Turning Faster Substring Search into Solid Grounding for Agents in Large Repos
Antigravity's substring search got faster. Rather than stopping at perceived speed, here is how to wire it into a search design that hands agents exactly the right context in a huge codebase, with concrete steps and pitfalls.
Treating Built-in Guide Skills as Design Assets, Not Throwaway Prompts
Antigravity v2.2.1 added built-in Guide skills. Here is a concrete structure and set of judgment calls for running them as version-controlled, shared design assets instead of one-off instructions.
Before Your Antigravity Agents Fight Over the Same File — Ownership Manifests and Conflict Detection
Multi-agent workflows do not break at the design stage. They break at runtime. Here are the field notes: an ownership manifest that pins each agent's editable region, a git-only conflict detector, and a three-part handoff contract.
How to Orchestrate Multiple Agents: Drawing the Line Between Parallel and Serial Work
Antigravity 2.0 brings true parallel execution across multiple agents. But making everything parallel does not make it faster. Which work should fan out in parallel, and which should stay serial? This is an orchestration design that does not fall apart, viewed through dependencies and contention.
Collecting Guardrails Across Projects Into One Place — A Thin Wrapper Around the Antigravity SDK
When you copy the same safeguards into every project, you eventually fix one and leave the other stale. Here is a design that builds a single thin wrapper around the Antigravity SDK to centralize cost caps, allowed tools, and output validation — from someone running several apps in parallel.
Keeping Agent Behavior Consistent Across Separate Repositories: Notes on Multi-Repo Governance
How to keep Antigravity agents behaving consistently across several independent repositories when a monorepo isn't an option. A layered governance design with a working distribution script and drift audit, drawn from running four sites in parallel.
Complete AI Design Automation Strategy: Combining Stitch, Figma Make, and MCP
Advanced implementation guide for AI design automation targeting solo developers and small teams. Covers Design.md architecture, Figma Make strategies, MCP code generation, team patterns, and ROI optimization techniques.
Canva × Antigravity Complete Workflow Guide — The Fastest Path from Design to Code
Integrate Canva MCP with Antigravity to bridge design and code. Step-by-step setup, asset export, design token extraction, and LP development workflow included.