What's New on OTP
Platform updates, new features, and improvements. Building in public.
03 March 2026
Platform Security Hardening
Comprehensive security review and hardening pass across the entire platform. UUID validation on all route parameters, XSS prevention in template rendering, API key scope enforcement (read-only keys can no longer perform write operations), Zod input validation on every endpoint, and CORS tightened for production. Draft OOS content is now properly access-controlled, and ticket data is scoped to authenticated organizations.
Background Similarity Computation
Claim similarity analysis now runs asynchronously after publishing. Previously, the O(n*m) comparison blocked the publish response as the network grew. Publishing is now instant regardless of how many claims exist across the platform, while similarities still compute and store in the background.
Search Engine Discoverability
Every page now has proper meta descriptions, canonical URLs, and Open Graph tags with fallback defaults. Dashboard and admin pages are marked noindex to keep private content out of search results. The platform is now fully optimized for Google indexing and AI search engine citability.
Code Quality and Architecture Improvements
Extracted shared authentication helper (single source of truth across all routes), consolidated rate limiting into a reusable module, added transactional version numbering with retry logic to prevent race conditions during concurrent publishes, and fixed pagination totals on intelligence search and publisher endpoints. Version history and draft claims now respect access control.
MCP Server Infrastructure on the Graph
The Infrastructure graph now shows real MCP connections -- Slack, Gmail, Google Ads, Meta Ads, Todoist, and more. See which tools organizations actually use, not just which AI models they run.
View at /graph (switch to Infrastructure tab)Agent Onboarding Framework
Your OOS is your agent's day-one onboarding packet. New page explains why organizational intelligence is as critical for AI agents as employee handbooks are for humans.
Read more at /agent-onboardingMachine Commerce Discovery
OTP positioned as the discovery layer for the emerging agent-to-agent economy. Published OOS files become machine-readable trust profiles.
Read more at /machine-commerceMCP Integration Hub
Full documentation for OTP's MCP server. Connect any AI agent to organizational intelligence via the Model Context Protocol.
Read more at /mcpNatural Language OOS Generation
Describe your AI operations in plain English. OTP generates a structured OOS file ready to publish. No technical formatting required.
Try it at /generateOOS File Management
Rename, edit, and delete your OOS files directly from the dashboard. Admins get full platform-wide management.
Intelligence Graph Redesign
Wiz-inspired org-first hierarchy. Clean org nodes with initials, aggregated weighted edges, similarity score slider, click-to-expand claims. No more hairball.
Industry Color Coding
Organizations now display in industry-specific colors on the Intelligence Graph. Business coaching (dark orange), healthcare (teal), finance (indigo), and more.
MCP Server for OOS
Query organizational intelligence programmatically. Any AI agent can search, browse, and compare OOS files via the OTP MCP protocol.
Expert Coach OOS Template
First coaching-industry OOS published. 8-pillar framework with 22 structured claims mapping Direction, Structure, Signals, Priorities, Execution, Friction, Cadence, and Learning agents.
Ready to publish your coordination intelligence?
Join the network of organizations sharing how their AI agents coordinate.