Built for Spec-Driven Development

Features Designed for Modern Development

Every feature designed around your .lattice/ workflow. From autonomous error resolution to seamless spec evolution, BugSage enhances every aspect of your development process.

Autonomous Error Resolution

From production alert to deployed fix without human intervention. Bugsage detects errors via Sentry MCP, analyzes root cause, generates fixes through coding agents, and deploys—all within your safety rules.

Real-time error detection from Sentry
AI-powered root cause analysis
Automated fix generation
Safety rule validation
Autonomous deployment

Production Monitoring (Sentry MCP)

Real-time error streaming from Sentry. Automatic correlation with spec versions, recent deployments, and historical patterns. Intelligent severity classification and routing.

Sentry MCP integration
Real-time error streaming
Spec version correlation
Deployment impact analysis
Intelligent severity classification

Coding Agent Orchestration

Task assignment to specialized AI coding agents via Project Lattice. Agents receive full diagnostic context, spec definitions, and safety constraints to generate validated fixes.

Specialized AI agents
Full diagnostic context
Spec-aware code generation
Safety constraint validation
Automated testing

Spec Mutation Engine

When errors reveal gaps in your specifications, Bugsage recommends new specs or mutations to existing ones. Integrates with Lattice's approval workflow for seamless spec evolution.

Gap detection in specs
Automated spec recommendations
Lattice approval workflow
Version-controlled mutations
Impact analysis

Configurable Safety Rules

Define autonomous fix thresholds, human-in-loop triggers, and deployment gates through the Bugsage dashboard. Control exactly which errors can be auto-fixed and which require review.

Risk score thresholds
File modification limits
Human-in-loop triggers
Deployment gates
Environment restrictions

Deep Lattice Integration

Built specifically for Project Lattice's spec-driven workflow. Reads from `.lattice/` folders, writes diagnostics back, and participates in the mutation approval process.

.lattice/ folder support
Diagnostic report generation
Mutation participation
Approval workflow integration
Bidirectional sync

VSCode Git Automation

Coding agent fixes appear as commits in VSCode. Review diffs with diagnostic context, approve with one click, or let autonomous mode handle it based on your rules.

VSCode extension integration
Git commit automation
Diff review with context
One-click approval
Auto-commit rules

Historical Pattern Learning

Every resolved error trains the diagnostic engine. Bugsage learns your codebase patterns, common fix strategies, and team preferences to provide increasingly accurate solutions.

Pattern recognition
Fix strategy learning
Team preference adaptation
Accuracy improvement
Knowledge base growth

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