Changelog

What changed in the CS Learning Hub, reverse-chronological. Major content additions, structural changes, and new pages.

May 2026

26 May 2026 — Major content enrichment

Agent platform section (6 pages enriched from GitHub repo):

• The agent-platform repo — Full directory structure, execution model, API routes, key files, how to add agents/tools
• Tools & MCP — 18 registered tools, MCP server architecture, external integrations
• Models — 3 LLM providers (OpenAI, Anthropic, Gemini), decision matrix, cost tracking
• Memory layers — LangGraph State, checkpointing, MemoryStore, Pinecone vs FAISS
• Eval framework — Test structure, eval scenarios, drift detection, CI/CD integration
• Security & compliance — 4 guardrail types, auth model, rate limiting, tenant isolation

Agent pages (8 pages enriched from repo + Drive + Slack):

• WISMO — Full content from MOVIN deployment
• RFQ + Freight AI — Aramex freight quotation, all 11 Incoterms
• Address Checker — Agent templates, tools, Atlas integration
• Atlas · Control Tower — 4 control tower templates, incident processing flow
• Appointment Scheduling — MOVIN + Adani Ports deployments
• Demurrage Prevention — MOVIN + Adani, proactive alerting
• Customs Agent — Adani Ports, document validation
• Driver Attendance — Aramex, voice + WhatsApp

Tools section (8 pages enriched):

• AgentFleet — Three build paths, pre-built agents, demo URLs
• AgentFlow Copilot — Copilot details, permissions, webhook triggers
• Cowork & Claude tools — Setup guide, 4 skills, prompt library
• TMS & WMS consoles — Key areas, access patterns, debugging
• Standard CS workflows — 6-phase workflow, activities, handoff criteria
• Engines — 7 deterministic engines, comparison with LLM agents
• Integrations & MCP — 10+ communication providers, webhook handling
• Shipsy BI — Datamarts, bi-skill integration, quick start

Case studies (3 pages enriched from Drive):

• MOVIN — 4 agents, ROI, 5 Drive materials
• Aramex — Agent marketplace, freight quotation, 4 Drive decks
• DPD Polska — Real metrics, Drive deck links

Foundations (3 pages enriched):

• The customer map — Live deployments, industry mapping, pattern matching
• Industries we serve — 9 verticals with buyer personas and typical deployments
• GTM positioning — Competitive landscape, differentiators, pitch framework

Reference (4 pages enriched):

• Decks library — 40+ materials indexed with direct links
• Deployment modes — Cloud/hybrid/on-prem decision framework
• Observability — Three-layer stack, debugging flowchart
• FAQ — 15+ FAQs for new joiners
• Templates — Discovery, solution design, eval, customer-facing templates
• Where stuff lives — Slack channels, repos, Drive links, tools directory

Infrastructure:

• Lightbox component for zoomable Mermaid diagrams and images
• Nextra v3 migration (ESM config, _meta.ts files, custom _app.tsx)
• Vercel deployment with GitHub auto-deploy

26 May 2026 — Initial scaffolding

• 65+ pages created with skeleton structure
• Page template established: At a glance / Why this matters / Content / Sources / Changelog
• Navigation structure defined across 7 sections