B.O.R.I.S - Context Layer for AI

### The Problem

Critical infrastructure knowledge lives in a handful of people's heads. When something breaks, teams waste time piecing together context instead of fixing it. AI agents lose your environment the moment a session ends, forcing engineers to re-explain their stack every time.

### How B.O.R.I.S Works

B.O.R.I.S continuously observes your AWS environment, GitHub repositories, and Slack conversations to build a persistent, evidence-backed knowledge layer. Every answer your engineers get is grounded in your real environment - not a guess.

**Key capabilities:**

• **Continuous Discovery** - Automatically maps your infrastructure across AWS, GitHub, and Slack, tracking deployments, connections, and changes over time
• **Evidence-Backed Answers** - Every response is backed by real data from your environment, eliminating guesswork during incidents and planning
• **AI Tool Integration** - Connect through MCP or API so your AI tools - Cursor, Claude Code, and custom agents - reason from facts instead of assumptions
• **Persistent Context** - Maintains infrastructure knowledge across sessions so AI agents never lose your environment context
• **Slack-Native Interface** - Engineers get answers directly in Slack, backed by evidence from your real environment

### Security-First Architecture

B.O.R.I.S runs inside your AWS account. Your operational data never leaves your environment, and security is built into the architecture from the ground up. There is no external data transfer - your infrastructure knowledge stays where it belongs.

### Who B.O.R.I.S Is For

• **Platform Engineering Teams** who need to understand complex, evolving infrastructure without relying on tribal knowledge
• **DevOps Engineers** who want faster incident response with immediate access to infrastructure context
• **Engineering Leaders** who want to reduce knowledge silos and bus-factor risk across their organization
• **Teams Using AI Coding Tools** who need their AI assistants to understand the real state of their infrastructure

### Integration Points

• **AWS** - Discovers and maps your cloud infrastructure in real time
• **GitHub** - Tracks code changes and connects them to infrastructure state
• **Slack** - Provides a conversational interface for querying infrastructure knowledge
• **MCP/API** - Enables AI tools like Cursor and Claude Code to access infrastructure context programmatically

Stop re-explaining your stack to AI. Give your team and your tools the context they need to work from facts.