Changelog

Canon Launch — Site Alignment + Hardening

Rate limiting on chat and /try endpoints. Stronger admin authentication. Research papers moved to CMS. Pricing redesigned with agent tiers + custom software. Navigation restructured. Education reframed as vertical. All pages aligned to company canon.

Poly Agent v2 — Smarter Agents

Agents now scrape your website (not just Instagram), generate industry FAQ knowledge, and use a knowledge hierarchy that lets them be helpful with general knowledge while never inventing specific details. Max response length increased. Smarter fallback when knowledge is thin.

About page: freshman at Smeal

About copy now states the founder is a freshman undergraduate at Penn State Smeal College of Business. Meta description updated.

About page, sitemap, and SEO

Shipped public About page with founder story and SectionReveal layout. Added sitemap.xml and robots.txt. Nav and footer link to About. Global title and Open Graph copy aligned with research-driven AI positioning.

/try funnel: public disclosures and processor transparency

On-page notice on polylogicai.com/try with Privacy and Terms links and authorized-handle confirmation. Privacy Policy: Apify subprocessor for public Instagram retrieval, public bio contact details, try-flow authorization. Terms: try experience and handle representation. /api/try/analyze: extended serverless timeout for reliable scrapes.

Agent Visual Intelligence Research

Published two new product guides: Visualizing AI Agents (7 visual patterns from 22 launch videos, analyzed frame by frame) and Agent Visual Design (5 design decisions that affect deployed agent trust and engagement). 20 total industry guides now live.

Brookdale Reading: QA + Streaming Upgrade

Fixed login flow (OTP code input), fixed RAG retrieval (threshold tuning), added streaming responses to chat widget, improved system prompt with casual tone and follow-up suggestions, mobile responsive widget, dashboard column fix, full QA pass across 13 test cases.

Lead capture in chat

Poly agent now asks for visitor email when they express interest in being contacted. Applies to all client agents.

asalvofilm demo page

Custom showcase demo built from Instagram scrape with hero reel, vertical video grid, services, FAQ, lead capture, and AI chat agent.

Homepage product showcase

Redesigned demo section from chat interface to device-mockup product showcase with desktop/mobile toggle.

Stripe billing live

Automated subscription management with three-tier pricing and webhook-driven account activation

Poly Widget: context-aware floating AI agent

A floating chat pill that knows what section you are viewing. The question changes as you scroll. The pill adapts its appearance to match each section. Click to expand into full chat with the Poly agent.

AI disclosure on all pages

Added conversation analytics notice to demo footers, live chat, and cookie consent

Privacy policy updated

Clarified AI provider disclosures, added data retention timelines and breach notification procedures

3 new research papers published

Conversation Intelligence, Automation Leverage, and Dental AI Opportunity validated and published

Client demo pages

Cinematic portfolio demos showcasing live AI agent implementations across multiple industries

Education vertical launched

White-labeled AI tools for educational institutions, starting with reading comprehension support

Polylogic Brain page

Public-facing research validation showcase with real error examples and pipeline visualization

Passwordless authentication

Email-based one-time password login for mobile-first client access

Universal CRM dashboard

Inbox, leads, analytics, and settings for every client account

Poly Agent v1.0

Conversational AI agent with natural tone, concise responses, and lead capture

Platform launch

Core chatbot platform with streaming responses, lead capture, and knowledge base system