# Inline GitLab Comments & Compliance

Acadia 2.2.7 — line-specific GitLab comments, on-demand compliance checks, context-aware follow-ups that recall prior feedback, and a major AI upgrade.

Acadia 2.2.7: Smarter Reviews, Sharper Context, Stronger Foundations. This release brings major upgrades to how Optibot reviews, reasons, and learns from your codebase. From inline GitLab comments to intelligent re-reviews, every feature was designed to make feedback faster, more relevant, and right where it matters.

## New Features

### Inline Comments for GitLab

No more hunting through general feedback threads. Optibot now leaves contextual, line-specific comments directly in your GitLab merge requests — making it easier to understand and act on feedback instantly.

### On-Demand Compliance & Release Notes (GitLab)

Ask Optibot to "check compliance" or "provide release notes" and it will instantly analyze your MR for compliance gaps or summarize your release changes. AI-powered documentation, right inside your workflow.

### Context-Aware Follow-Up Reviews (GitLab + GitHub)

Optibot now remembers what's been fixed, acknowledged, or 👍 reacted to — avoiding repeated suggestions and focusing only on new or unresolved issues. Every re-review gets smarter.

## Improvements

### More Accurate Code Search (GitLab + GitHub)

We've upgraded Optibot's search stack to a new hybrid method that improves accuracy, reduces false assumptions, and delivers more grounded review comments.

### Automatic Knowledge Base Updates (GitLab + GitHub)

Optibot now keeps itself up-to-date. When you push to main, its understanding of your repository refreshes automatically — ensuring every comment reflects the latest code.

## Under the Hood

### Major AI Framework Upgrade

A foundational update that enhances performance, reliability, and precision across all agents.

### Next-Generation Agent Architecture

Completely rebuilt with a modular design for greater efficiency and future-proof scalability — setting the stage for more advanced agent capabilities ahead.