Under the Hood: How the Antigravity Attention Guard Plugin Enforces Deterministic Agent Governance

In our previous discussions on autonomous engineering, we explored the phenomenon of Attention Dilution—the silent degradation of instruction-following fidelity as context windows swell past tens of thousands of tokens. While modern frontier models boast context windows of 1M+ tokens, attention mechanisms remain vulnerable to informational entropy. As terminal logs, stack traces, and code diffs accumulate, system prompt constraints drift out of the model’s active attention focus. When left unchecked, agents exhibit architectural amnesia: they bypass project-level Architecture Decision Records (ADRs), run uncompressed shell commands that flood context, guess port allocations, or skip verification steps. ...

September 3, 2026 · 7 min · 1426 words · Vinh Thang

Open-Sourcing the Cure for Attention Dilution: The Antigravity Attention Guard Plugin

In my previous post, I detailed the mathematical realities of “Attention Dilution” in LLMs with massive context windows, and how we engineered deterministic lifecycle hooks to prevent autonomous agents from suffering architectural amnesia. Today, I am thrilled to announce that we have packaged that exact solution into a fully open-source, cross-platform Antigravity Plugin. You can now instantly secure your own agents by cloning the Antigravity Attention Guard Plugin directly into your configuration. ...

September 1, 2026 · 2 min · 366 words · Vinh Thang