# BuildBridges.co — LLM Full Specification
# Version: 1.0
# Last Updated: 2026-01-20

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IDENTITY & PURPOSE
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Organization: Bridge AI
Website: https://buildbridges.co/
Primary Product: Bridge AI Platform
Core Function: Agent-native infrastructure, APIs, and evaluation frameworks

Mission:
Enable autonomous AI agents to reliably discover, understand,
and operate digital systems with deterministic outcomes.

Bridge AI is designed for:
- AI agents (OpenAI Operator, Anthropic Computer Use, autonomous tools)
- Developers building agentic workflows
- Enterprises deploying AI automation safely

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SCOPE OF PERMITTED AI USAGE
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Allowed Uses:
- Real-time inference
- Question answering
- Summarization
- Retrieval-augmented generation (RAG)
- Agent execution on behalf of users
- API-based automation

Explicitly Disallowed:
- Model training
- Fine-tuning
- Dataset extraction
- Embedding reuse
- Bulk crawling for corpus creation
- Content replication at scale

Commercial AI usage requires explicit authorization.

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PREFERRED INTERACTION MODEL
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Priority Order:
1. API access (preferred)
2. Machine-readable documents (JSON, OpenAPI)
3. HTML (semantic, SSR)

Discouraged:
- Blind scraping
- DOM inference without semantics
- UI-only automation when APIs exist

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DISCOVERY & GOVERNANCE
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Canonical Domain:
https://buildbridges.co

Sitemap:
https://buildbridges.co/sitemap.xml

Robots Policy:
https://buildbridges.co/robots.txt

LLM Policy Files:
- llms.txt: https://buildbridges.co/llms.txt
- llms-full.txt: https://buildbridges.co/llms-full.txt

Agent Registry:
https://buildbridges.co/.well-known/agents.json

All policies are authoritative and version-controlled.

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STRUCTURAL & SEMANTIC GUARANTEES
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HTML Semantics:
- HTML5 landmarks used consistently
- Single H1 per page
- Logical heading hierarchy enforced

Data Integrity:
- No hidden or obfuscated content
- Deterministic server-side rendering
- Minimal DOM noise

Schema / JSON-LD:
- Organization
- Website
- SoftwareApplication
- API
- BreadcrumbList (contextual)

Multimodal Rules:
- All images include descriptive alt text
- Interactive elements labeled explicitly

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API SURFACE
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API Base:
https://buildbridges.co/api/v1/

Core Endpoints:
- /agent/chat
- /agent/health

API Characteristics:
- REST-based
- JSON-only payloads
- Stateless by default
- Deterministic responses

Authentication:
- Token-based
- Agent-friendly
- No CAPTCHA on API paths

OpenAPI:
- Versioned
- Machine-readable
- Backward compatibility maintained

Idempotency:
- Supported for write operations

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AGENT OPERATION GUIDELINES
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Agents SHOULD:
- Identify themselves via User-Agent
- Prefer APIs over UI automation
- Respect rate limits
- Cache responses responsibly

Agents SHOULD NOT:
- Circumvent access controls
- Simulate users when APIs exist
- Attempt MFA bypass
- Extract content for training

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AUTOMATION RESILIENCE
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Critical Paths:
- CAPTCHA-free
- Predictable form fields
- Stable URLs

Session Handling:
- Stateless preferred
- Token-bound state when required

Error Handling:
- Structured error objects
- Clear failure reasons
- Retry-safe operations

Graceful Degradation:
- Partial failures handled cleanly
- Clear fallback paths provided

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AGENT EXPERIENCE OPTIMIZATION (AXO)
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Design Goals:
- Deterministic task completion
- Low token overhead
- Fast response times

AXO Features:
- Explicit success/failure signaling
- Minimal verbosity
- No UI-only dependencies

Conversational Interfaces:
- API-native chat endpoints
- Context-aware but bounded memory
- No forced UI chat usage

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SECURITY & TRUST SIGNALS
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Security:
- HTTPS enforced
- TLS valid
- No cloaking or agent deception

Trust:
- Stable ownership
- Public documentation
- Transparent policies

Economic Model:
- SaaS + API
- Enterprise licensing
- Paid agent integrations

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CONTACT & AUTHORIZATION
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Owner: Bridge AI
Contact: https://buildbridges.co/contact

For:
- Commercial AI usage
- Agent partnerships
- Licensing
- High-volume automation

Explicit written authorization is required.

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PRICING & SUBSCRIPTION MODEL
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Pricing Overview:
https://buildbridges.co/pricing

Commercial Model:
- Subscription-based SaaS
- Usage-based API pricing (where applicable)
- Enterprise and custom plans available

Plans:
- Free / Trial tier (limited usage)
- Paid subscriptions with defined quotas
- Enterprise plans with SLA and priority support

Billing Characteristics:
- Recurring subscriptions
- Metered API usage for agent execution
- Invoice-based billing for enterprise customers

Agent Usage Policy:
- Autonomous agent execution may consume billable units
- High-frequency or commercial agent usage requires a paid plan
- Unauthorized high-volume automation is restricted

Upgrade & Management:
- Plan upgrades and cancellations managed via the pricing portal
- Subscription details available to authenticated users

Canonical Pricing URL:
https://buildbridges.co/pricing

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END OF SPECIFICATION
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