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📌 To-Do List

Last updated: 2026-05-13 — Say "add to my to-do" in any Copilot CLI session.

Last session (13 May 2026 PM): 4 added — M29 (document session-store as forensic recovery tool), M30 (self-trim script for other dev debris), M31 (growing-guardrails extend to audit-wip.ps1), C26 (blog: "how my CLI laptop went from 44GB to 12GB"). Captured during laptop cleanup + auto-purge wrap-up. See journal entry for full detail.

Last session (13 May 2026 AM): 7 closed — SC-500 auto-watcher, NT1 Agent 365 Planner post-GA, May 1 reminder (ME7 blog + Feature Matrix + E7 badge), LS1/LS2/LS3 GSC indexing, LS4 E7 badge, LS6 licensing changelog. See journal entry for full detail.


🎓 Learning Project

# Task Priority Status Notes
L1 Deep dive: What is MCP? How does it work? 📌 Important Completed 2026-04-06 — hotel concierge analogy, USB, Microsoft MCP status
L2 How to set up and configure MCP servers 📌 Important Completed 2026-04-06 — building blocks, transport types, hands-on config exploration
L3 How to manage MCP servers (/mcp command) 📌 Important Completed 2026-04-06 — ecosystem, security, JSON-RPC internals, installed Learn Docs MCP
L4 What is Git? (version control explained simply) 📋 Normal
L5 What is GitHub? (Git vs GitHub) 📋 Normal After L4
L6 What is a repository? 📋 Normal After L5
L7 VS Code basics — install, open, navigate 📋 Normal
L8 First hands-on: Create a repo, make a change, commit 📋 Normal After L6 + L7
L9 What is HTML? (the skeleton of a webpage) 📋 Normal
L10 What is CSS? (the styling/paint of a webpage) 📋 Normal
L11 Build a simple personal webpage 📋 Normal After L9 + L10
L12 Host it online (GitHub Pages) 📋 Normal After L11
L13 What is Copilot Studio? + Create a simple agent 💤 Someday Phase 2
L14 What is Azure AI Foundry? + Create a project 💤 Someday Phase 2
L15 What is OpenClaw? + Install and set up 💤 Someday Phase 3
L16 Build end-to-end customer demo scenarios 💤 Someday Phase 3
L17 VS Code: What is it + install 📋 Normal
L18 VS Code: Navigation + interface walkthrough 📋 Normal After L17
L19 VS Code: Simple programming 📋 Normal After L18
L20 VS Code: Copilot Chat in VS Code 📋 Normal After L19
L21 VS Code: Big picture — how it connects with Git, GitHub, CLI 📋 Normal After L20
L22 M365 Copilot: Overview + architecture 📌 Important Sutheesh already familiar
L23 M365 Copilot: Prompt Engineering 📌 Important
L24 M365 Copilot: Multi-model choices 📌 Important
L25 M365 Copilot: Copilot in Apps (Word, PPT, Excel, Outlook, Teams) 📋 Normal
L26 M365 Copilot: Business Chat (BizChat) 📋 Normal
L27 M365 Copilot: Agents + Copilot Studio integration 📋 Normal
L28 M365 Copilot: Admin controls + adoption 📌 Important Relevant to job role
L29 M365 Copilot: Copilot Cowork — autonomous multi-step task execution 🔥 Urgent Wave 3 (May–June 2026), powered by Claude
L30 M365 Copilot: Agent 365 — enterprise agent management dashboard 🔥 Urgent Wave 3 — agent identity, compliance, monitoring
L31 M365 Copilot: Entra Agent ID — identity & security for AI agents 🔥 Urgent New Entra feature — agent-level RBAC & audit
L32 M365 Copilot: Anthropic as Subprocessor — data protection comparison with OpenAI 🔥 Urgent How data flows to Claude vs GPT, DPA, sovereignty
L33 M365 Copilot: Copilot Critique — AI self-review for quality control 🔥 Urgent Frontier now — Claude critiques GPT outputs
L34 M365 Copilot: Copilot Council — multi-model comparison ("Model Council") 🔥 Urgent Frontier now — compare responses, pick best
L35 M365 Copilot: M365 E7 (Frontier Suite) — new licensing tier 🔥 Urgent $99/user/month bundles E5+Copilot+Agent 365. GA May 1
L36 M365 Copilot: April 15 licensing change — Copilot removed for unlicensed users 🔥 Urgent Blog + portal updated. Soft rollout confirmed (per-tenant, 30 days after MC).
L37 M365 Copilot: Work IQ — intelligence layer (moved from A365 to Copilot/E7) 📌 Important Positioning changed — know where it sits now
L38 M365 Copilot: MCP in Copilot Studio — GA integration + marketplace 📌 Important Official MCP server integration path. Connects to L1-L3
L39 M365 Copilot: Agent Builder + Template Hub + Agent Launchpad — no-code agent creation 📌 Important Completed 2026-04-09 — Built 11 agents exploring every capability. Full docs on learning portal under M365 Copilot > Agent Builder (CS Lite)
L40 M365 Copilot: Planner Agent — chat-first task management 📌 Important Frontier now — inline task cards, at-risk insights
L41 M365 Copilot: Local inferencing — on-device AI in M365 📋 Normal Microsoft updating scope/timelines
L42 M365 Copilot: MCP server security — internal guidelines + customer guidance 📌 Important "Don't front MCP on public internet" — critical for customer convos
L43 M365 Copilot: Voice chat + sensitivity label inheritance — upcoming features 📋 Normal Voice input + Code Interpreter label inheritance coming
L44 Internal: Agency (aka.ms/agency) — internal GitHub Copilot wrapper with MCP 📋 Normal Entra support, ADO, internal MCP servers
L45 SLM: Try all 4 Ollama GUI options — Open WebUI, Chatbox, Jan, Ollama Desktop 📌 Important Compare UX, pick favourite for daily use
L46 Copilot Studio: Tiny Agents series — build agents exploring Studio-specific capabilities 📌 Important Same "learn by building" pattern as L39. Focus on: workflows, API actions, Tool Groups, multi-channel, topic trees. Future session.
L47 AI Foundry: Tiny Agents series — build agents exploring Azure AI Foundry capabilities 📌 Important Same pattern. Focus on: custom models, RAG pipelines, evaluation, prompt flow, deployment. Future session.
L46 SLM: RAG with local model — feed documents to Phi-4 as context 📌 Important Understand RAG hands-on — key concept for customer conversations
L47 SLM: MCP + Ollama — connect MCP server to local model 📌 Important Give local AI tools (search, files, APIs) — ties to L1-L3
L48 SLM: Open WebUI + web search plugin — add Google search to local chat 📋 Normal Easiest way to give local AI web access
L49 SLM: Compare 3 SLMs — Phi-4-mini vs Gemma 3 vs Llama 3.2 same prompts 📋 Normal ollama pull gemma3:4b + ollama pull llama3.2:3b — great YouTube content
L50 SLM: Local AI vs cloud AI comparison — document differences for blog/video 📋 Normal Same prompts on Phi-4 vs ChatGPT vs Copilot — strengths/weaknesses
L60 Copilot CLI: BYOK + Local Models — connect Ollama, Azure OpenAI, Anthropic to CLI 🔥 Urgent Changelog Apr 7. Test with Ollama (offline), Azure OpenAI (BYOK), direct Anthropic. Great YouTube content! Ties to L45-L50
L61 SLM: Foundry Local — install Microsoft's on-device AI runtime, compare to Ollama 🔥 Urgent winget install Microsoft.FoundryLocal. Run Phi-4-mini, test with Copilot CLI BYOK, compare speed/quality to Ollama. Ties to L60
L51 AI Fundamentals: Write "AI Family Tree" page — AI→ML→DL→LLM→SLM 📌 Important Foundation knowledge — first page of AI Fundamentals section
L52 AI Fundamentals: Tokens & context windows explained 📌 Important Why 128K vs 1M matters, "running out of context"
L53 AI Fundamentals: RAG explained — how Copilot grounds answers in your data 📌 Important Critical concept for customer conversations
L54 AI Vendors: Try ChatGPT Team — compare to M365 Copilot BizChat 📋 Normal Customer objection handling: "why not just use ChatGPT?"
L55 AI Vendors: Try Google Gemini Advanced + NotebookLM 📋 Normal Know the #1 competitor — feature comparison
L56 AI Vendors: Try Claude.ai — test Anthropic's consumer product 📋 Normal Know the subprocessor — understand Claude's strengths
L57 AI Vendors: Try Perplexity Pro — AI-powered research 📋 Normal Compare to Copilot web grounding
L58 AI Vendors: Browse Hugging Face — model hub, Spaces, leaderboard 📋 Normal Understand the "GitHub of AI" ecosystem
L59 AI Dev Tools: Try Cursor IDE — compare to VS Code + Copilot 💤 Someday Know the competition — how AI-native IDEs differ
L62 AI Dev Tools: Try Claude Code — Anthropic's terminal coding agent 💤 Someday winget install Anthropic.ClaudeCode. Compare to Copilot CLI: batch mode, extended thinking, MCP support, Oh My Zsh integration. Needs Claude Pro ($20/mo). Know the competition!
L63 AI Dev Tools: GStack — Garry Tan's Claude Code skill pack (virtual dev team) 💤 Someday github.com/garrytan/gstack. 23 slash commands that turn Claude Code into CEO/Eng/QA/Ship roles. After L62.
L64 AI Dev Tools: Godmode — AI OS for multi-agent automation 💤 Someday github.com/GodMode-Team/godmode. AutoGPT + BabyAGI orchestration — commands an "agent army". Explore for Agent Orchestra idea (#12).
L65 AI Dev Tools: Playwright MCP — browser automation with AI 📌 Important Already cloned (R7). Set up and test — automate browser tasks from Copilot CLI. 29K+ ⭐
L66 Security: OWASP for AI — understand AI security risks and guidelines 📌 Important OWASP Top 10 for LLMs. Prompt injection, data poisoning, insecure output. Critical for customer conversations about AI security.
L67 AI Dev Tools: Try Gemini CLI — Google's terminal AI agent 💤 Someday Google's answer to Copilot CLI / Claude Code. Compare features, MCP support, strengths. Know all 3 terminal AI agents for customer conversations.
L68 AI Dev Tools: Google Colab MCP Server — connect AI agents to cloud notebooks 💤 Someday github.com/googlecolab/colab-mcp. Connect Copilot CLI / Claude Code / Gemini CLI to Colab for cloud code execution. Free tier enough to experiment. Best for data/ML work, not Hugo. After L62 + L67.

🎓 Training & Enablement (Internal)

# Task Priority Status Notes
T1 Attend OneAsia Learning Series (April 10) — ME7 Essentials 🔥 Urgent Security, Copilot, Agent 365
T2 Complete MCAPS TechWorkshop L400 — Copilot Studio & Agents 📌 Important Already registered — do the prework
T3 Complete Viva Learning: TechLab MCP Server Integration 📌 Important Hands-on internal MCP lab
T4 Complete Viva Learning: Secure & Govern M365 Copilot (L200) 📌 Important On-demand
T5 Explore AskMICA agent — compliant Copilot Studio building 📋 Normal Internal agent for SDL/admin consent guidance
T6 Join ANZ Copilot Cowork enablement session 📌 Important Local team planning this — get involved

🔬 Explore Repos (Cloned to C:\ssClawy)

# Task Priority Status Notes
R1 Explore easycopilotlab — Copilot Studio for non-devs 📋 Normal ⏸️ Korean only — requested English version
R2 Explore agent-academy — Copilot Studio lessons 🔥 Urgent 1,929 ⭐ — curated learning path
R3 Explore hve-core — Hypervelocity Engineering 📌 Important Instructions, prompts, agents, skills
R4 Explore PromptKit — Composable prompt framework 📌 Important Version-controlled prompt engineering
R5 Deploy AI-in-One-Dashboard in lab 🔥 Urgent Power BI AI usage analytics — see Idea 4
R6 Explore Data-and-Agent-Governance 📌 Important Purview + Defender AI governance
R7 Set up playwright-mcp browser automation 🔥 Urgent 29,884 ⭐ — most popular MCP server!
R8 Study work-iq MCP source code 📋 Normal Already using it — learn how it works
R9 Follow mcsmcp lab — MCP + Copilot Studio 📌 Important Hands-on lab connecting MCP to Studio
R10 Explore vscode-copilot-chat source 📋 Normal VS Code Copilot Chat extension
R11 Explore CopilotStudioSamples 📋 Normal Official sample agents & connectors
R12 Study modelcontextprotocol/servers — official MCP servers 📌 Important 82,675 ⭐ — the MCP reference collection
R13 Set up modelcontextprotocol/inspector — MCP visual tester 📌 Important 9,271 ⭐ — debug & test MCP servers visually
R14 Browse awesome-mcp-servers — curated MCP directory 📋 Normal 5,344 ⭐ — discover all available MCP servers
R15 Follow microsoft/ai-agents-for-beginners — 12 lessons 🔥 Urgent 55,618 ⭐ — beginner AI agent course, great for content
R16 Explore n8n-io/n8n — no-code AI workflow automation 📋 Normal 181,952 ⭐ — visual workflows, MCP support, no-dev friendly
R17 Explore browser-use/browser-use — AI browser automation 📋 Normal 85,391 ⭐ — Python-based browser control for AI agents
R18 Build an MCP widget — UI that renders in Copilot Chat 🔥 Urgent Uses ui-widget-developer skill, cutting-edge
R19 Build a declarative agent for M365 Copilot with ATK 📌 Important Uses declarative-agent-developer skill
R20 YouTube SEO audit — bulk optimise titles, tags, descriptions 📌 Important YouTube MCP has full read/write access
R21 YouTube analytics deep dive — traffic, demographics, topic suggestions 📌 Important Use YouTube MCP analytics tools
R22 Lab tenant security posture review 📌 Important Conditional access, security defaults, roles — demo prep
R23 Build a Copilot Studio agent in the lab tenant 📌 Important Hands-on for customer demos
R24 AI Foundry project — deploy a model in Azure 📌 Important Get hands-on before demoing
R25 Try Excalidraw diagrams — architecture visuals for blog/videos 📋 Normal excalidraw skill available
R26 Try WorkIQ skills — channel-audit, email-analytics, meeting-cost, org-chart 📋 Normal Workplace intelligence tools
R27 Explore SharePoint with site-explorer skill 📋 Normal Browse SP sites from CLI

🎓 Guided Platform (aguidetocloud.com/guided/)

Repo: C:\ssClawy\guided (private, susanthgit/guided) Live: aguidetocloud.com/guided/ (password-gated pre-launch) Docs: learning-docs/docs/playground/project-spark-certpath.md + guided-course-playbook.md

AB-900: Copilot & Agent Admin Fundamentals

# Task Priority Status Notes
G1 AB-900 study guide — 28 modules across 3 domains 🔥 Urgent Completed 2026-04-20. All live.
G2 AB-900 practice questions — 200 original questions 🔥 Urgent 🔄 Starter prompt created. Parallel session.
G3 AB-900 quiz component (React) — study + exam modes 📌 Important JSON question data being written
G4 AB-900 quality review (6-pass automated) 📌 Important Completed 2026-04-20. 12 files fixed. Key: Azure AD→Entra, DALL-E 3 naming, impossible travel→Entra ID Protection, PIM licensing prereq, pay-as-you-go budget caveat, quiz improvements.
G4a AB-900 SME review — Sutheesh reads all 28 modules 📌 Important Quality review done (G4). Sutheesh human read-through still recommended for tone/voice.

AI-901: Azure AI Fundamentals

# Task Priority Status Notes
G5 AI-901 study guide — 26 modules across 2 domains 🔥 Urgent Completed 2026-04-20. All 26 modules live. Characters: MediSpark, Priya, DataFlow Corp, GreenLeaf.
G6 AI-901 practice questions — 200 original questions 🔥 Urgent Completed 2026-04-20. 200 questions: 85 D1 + 115 D2. JSON valid, all whyWrong present.
G7 AI-901 quality review (7-pass automated + practice Qs) 📌 Important Completed 2026-04-20. 17 files fixed. Critical: DALL-E 3 retired Mar 2026→GPT-image-1.5, face emotion retired, Content Understanding models→analyzers, content filter categories split. 200 practice questions validated.
G7a AI-901 SME review — Sutheesh reads all 26 modules 📌 Important Quality review done (G7). Sutheesh human read-through still recommended, esp. Foundry + Content Understanding.

Future Certs (prioritised by opportunity)

# Task Priority Status Notes
G8 AI-103 — AI App & Agent Developer (replaces AI-102) 📌 Important Completed. 27 modules + quiz data.
G9 🔴 AI-200 — Azure AI Cloud Developer (replaces AZ-204) 🔥 TOP PRIORITY ⏳ BLOCKED Study guide 404 as of Apr 21. Beta expected April 2026 — OVERDUE. Check every session. URL: learn.microsoft.com/.../study-guides/ai-200. Starter prompt ready. Build IMMEDIATELY when published — early mover advantage.
G9a AI-200 practice questions 🔥 TOP PRIORITY ⏳ BLOCKED BLOCKED on G9. Starter prompt ready.
G10 🔴 SC-500 — Cloud & AI Security Engineer (replaces AZ-500) 🔥 TOP PRIORITY ⏳ BLOCKED 🚨 Beta confirmed by MS Partner Center 6 May 2026 ("available in May 2026"); third-party trackers point to 15 May 2026. GA + training July 2026. Microsoft URLs still 404 as of 13 May 2026. Auto-watcher set (every 12h) — will alert the moment study guide / exam / cert page goes live. URL: learn.microsoft.com/.../study-guides/sc-500. Starter prompt ready at ~/.copilot/session-state/a49eb4bc-c806-48f9-b9aa-cdb6ee24ae80/files/Microsoft-toBuild/sc500-course-starter-prompt.md. Cert-tracker page already live (exam_status: beta). Build IMMEDIATELY when published.
G10a SC-500 practice questions 🔥 TOP PRIORITY ⏳ BLOCKED BLOCKED on G10. Starter prompt ready at same folder, sc500-quiz-starter-prompt.md.
G11 AZ-900 — Azure Fundamentals (evergreen) 📋 Normal Completed. 26 modules + quiz data.
G11a 🔴 AZ-900 quality + quiz refresh 📌 Important Highest-volume cert — deserves the best content. Run full 6-pass quality review (quality-review-prompt.md). Polish quiz questions: verify facts, improve "why wrong", check for outdated terminology, ensure difficulty mix is correct. This is the cert most people will try first.
G12 AZ-104 — Azure Administrator (refreshed Apr 17, 2026) 📋 Normal Completed. 27 modules + quiz data.
G13 AZ-802 — Windows Server Hybrid Admin (replaces AZ-800/801) 💤 Someday Beta Jun 2026. Infrastructure niche.

Platform Features

# Task Priority Status Notes
G14 Design polish — typography, spacing, visual refinement 📌 Important Design brief exists
G15 Module listing pages — browse all modules per domain 📌 Important
G16 In-module Table of Contents (auto from h2 headings) 📋 Normal
G17 Show completion % on path page from localStorage 📋 Normal
G18 Client-side search across all modules 📋 Normal Pagefind or Fuse.js
G19 Lemon Squeezy payment integration 📌 Important For launch — free/paid gating
G20 OG images per module (auto-generated) 📋 Normal
G21 Video recordings — 1 per module, 8-12 min 💤 Someday After content review
G22 Cloudflare Workers routing cleanup — remove redundant Worker 📋 Normal Pages Function handles it, Worker is backup
G23 Remove password gate + noindex at launch 📌 Important When ready to go public

🛠️ Free Tools Quality (AI News × Prompt Library × M365 Roadmap)

Source: Cross-analysis audit 2026-04-10. Full report in Copilot CLI session artifacts. Progress: ✅ ALL 38 tasks complete (9 batches, 2 sessions). Deployed 2026-04-11.

P0 — Fix Now (Bugs / Embarrassing Gaps) — ✅ ALL COMPLETE

# Task Tool Priority Status Notes
FT1 Fix Roadmap default filter mismatch 🗺️ Roadmap 🔥 Urgent Now defaults to "All Products" matching UI
FT2 Add AI News data cache rules 📰 AI News 🔥 Urgent /data/ainews/* max-age=1800
FT3 Add RSS feed to AI News 📰 AI News 🔥 Urgent Feed existed but wasn't linked — added <link> + footer link
FT4 Merge Prompts JS files 📝 Prompts 🔥 Urgent Deleted prompts.js (275 lines dead code), both pages use prompts-v2.js
FT5 Fix "Active Only" label in Roadmap 🗺️ Roadmap 🔥 Urgent Now excludes Cancelled too, renamed to "In Progress"

P1 — High Impact Improvements — ✅ ALL COMPLETE

# Task Tool Priority Status Notes
FT6 URL-shareable filter state for AI News 📰 AI News 📌 Important ?cat=Microsoft&q=copilot — shareable/bookmarkable
FT7 URL-shareable filter state for Prompts 📝 Prompts 📌 Important ?platform=chatgpt&category=email
FT8 Extract AI News CSS into ainews.css 📰 AI News 📌 Important ~730 lines extracted, page-specific loading
FT9 Extract Roadmap CSS into roadmap.css 🗺️ Roadmap 📌 Important ~190 lines extracted
FT10 Shared --tool-accent CSS variable system 🌐 All 📌 Important Cyan / Violet / Gold tokens per tool
FT11 Build shared-tools.css 🌐 All 📌 Important ⏸️ Deferred — extract first, share later. Tokens done (FT10)
FT12 "Clear all filters" button 🌐 All 📌 Important All three tools have clear button
FT13 Result count "Showing X of Y" 🌐 All 📌 Important All three tools show count
FT14 Fix og:type 🌐 All 📌 Important website for lists, article for singles
FT15 Active nav state 🌐 All 📌 Important aria-current="page" + visual highlight
FT16 Dead code cleanup — AI News 📰 AI News 📌 Important Removed 30+ lines (renderQuickLink, countCategories, renderTrendingBar)
FT17 Dead code cleanup — Roadmap 🗺️ Roadmap 📌 Important Removed renderStatusBar (14 lines)
FT18 Fix Prompts duplicate CSS 📝 Prompts 📌 Important Removed duplicates, added missing @keyframes highlightPulse
FT19 Debounced search — AI News 📰 AI News 📌 Important 200ms debounce (was firing every keystroke)
FT20 Skeleton loading — Prompts 📝 Prompts 📌 Important Not needed — SSR/Hugo-rendered, loads instantly
FT21 Fix skeleton count — AI News 📰 AI News 📌 Important Template + JS both show 6 now
FT22 Breadcrumbs — Roadmap categories 🗺️ Roadmap 📌 Important Home › M365 Roadmap › Category

P2 — Accessibility — ✅ ALL COMPLETE

# Task Tool Priority Status Notes
FT23 ARIA roles — AI News tabs/chips 📰 AI News 📌 Important role=tablist, aria-selected, aria-pressed
FT24 Keyboard handler — Prompts accordion 📝 Prompts 📌 Important Enter/Space to toggle (was click-only)
FT25 aria-pressed + focus-visible 🌐 All 📌 Important All three tools have focus-visible outlines
FT26 Prompts back-to-top — proper CSS 📝 Prompts 📌 Important Replaced inline styles with .prompts-btt class

P3 — Nice to Have (Future Polish)

# Task Tool Priority Status Notes
FT27 "NEW" freshness badges on Prompts 📝 Prompts 📋 Normal Shows for items added within 14 days
FT28 Category colors for Prompts 📝 Prompts 📋 Normal 11 category-specific heading colors
FT29 Product colors for Roadmap 🗺️ Roadmap 📋 Normal Left-border color per product
FT30 Click analytics — Prompts + Roadmap 📝🗺️ Both 📋 Normal Clarity events for copy + CSV export
FT31 CSV export — AI News 📰 AI News 📋 Normal Download filtered articles
FT32 Related items — Roadmap 🗺️ Roadmap 📋 Normal Replaced by favourites feature (FT39)
FT33 Free Tools landing page 🌐 All 📋 Normal /free-tools/ with 3 tool cards
FT34 Content hash cache busting 🌐 All 📋 Normal cache_version param replaces now.Unix
FT35 Error states with retry 🌐 All 📋 Normal Retry buttons on AI News + Roadmap
FT36 Platform info on Prompts mobile 📝 Prompts 📋 Normal Compact badges instead of hidden
FT37 ItemList schema — AI News 📰 AI News 📋 Normal CollectionPage + BreadcrumbList JSON-LD
FT38 SSR hybrid — AI News + Roadmap 📰🗺️ Both 💤 Someday ⏸️ Deferred — major refactor, Prompts already SSR
FT39 Favourites — Roadmap 🗺️ Roadmap 💤 Someday Star items to track (localStorage)
FT40 What's New changelog 🌐 All 💤 Someday ⏸️ Deferred — needs changelog data structure
FT41 Fix CSP unsafe-inline 📰 AI News 💤 Someday ⏸️ Deferred — Azure SWA nonce limitation
FT42 Move category config to data 📰 AI News 📋 Normal data/ainews_categories.toml + Hugo injection
FT43 Fix Roadmap datePublished 🗺️ Roadmap 📋 Normal Uses Hugo .Date now
FT44 Guard Prompts localStorage 📝 Prompts 📋 Normal Resolved — was in deleted prompts.js
FT45 Fix Prompts empty state 📝 Prompts 📋 Normal Context-aware message

🔧 Maintenance & Infrastructure

# Task Priority Status Notes
M1 Migrate DNS from Squarespace to Cloudflare 📋 Normal CDN, CNAME flattening, DDoS protection — done in earlier session
M19 Fix missing DNS records for learn. and preview. subdomains 📌 Important CNAME records missing from Cloudflare — ERR_NAME_NOT_RESOLVED
M2 Set up GitHub Actions auto-deploy for aguidetocloud.com 📌 Important Edit content on GitHub → auto-build & deploy
M3 Set up YouTube auto-scan for new videos 📋 Normal GitHub Actions + YouTube Data API to auto-add new videos
M4 Fix OpenGraph metadata (og:title + og:description) 📋 Normal Optimised for social sharing — validated at opengraph.xyz
M5 Add Microsoft Clarity analytics 📋 Normal Heatmaps + session recordings — project ID w44u6ylgj1
M6 Add security headers to Azure SWA 🔥 Urgent X-Frame-Options, HSTS, nosniff, Referrer-Policy, Permissions-Policy
M7 Fix external links missing rel="noopener" 📌 Important 11 links across nav, footer, welcome-strip, index
M8 Fix broken MS-500 & SC-900 redirects 📌 Important Truncated slugs in staticwebapp.config.json (4 routes)
M9 Convert images to WebP format 📋 Normal 220KB → 37KB (83% smaller)
M10 Lazy-load YouTube iframes on video pages 📋 Normal Added loading="lazy" to iframe
M11 Fix low-contrast muted text for accessibility 📋 Normal #6a6a8a → #8a8aaa (WCAG AA compliant)
M12 Add RSS discovery link in HTML head 📋 Normal Browsers/readers can now auto-discover feed
M13 Improve structured data (JSON-LD) 📋 Normal Added Organization + BreadcrumbList schema
M14 Add site search feature 💤 Someday Client-side JSON search + Ctrl+K shortcut
M15 Self-host Google Fonts 💤 Someday Inter, Montserrat, Fira Code — no Google CDN dependency
M16 Add apple-touch-icon for iOS bookmarks 💤 Someday 180x180 PNG with site branding
M17 Clean up unused theme switcher code 💤 Someday Removed dead JS + stopped loading themes.css (-6.4KB)
M18 Add skip-to-content accessibility link 💤 Someday Hidden link appears on Tab key for keyboard users
M20 Register Google Search Console 📌 Important Already verified + sitemap submitted (179 pages). Resubmit sitemap to pick up 67 new blog posts. Old URLs will drop off naturally via 301 redirects.
M21 Register Bing Webmaster Tools 📋 Normal Imported from GSC. Resubmit sitemap when indexing settles.
M22 Set up UptimeRobot monitoring 📋 Normal Signed up. Free 5-min uptime checks active.
M23 Set up Copilot CLI on Windows 365 — mirror environment for long-running tasks 🔥 Urgent Deployed 2026-04-20. Used Scoop (no admin rights needed). Installed: Node.js 24, Git 2.53, gh 2.90, Hugo Extended 0.160, Python 3.14. Configs + secrets + MCP servers copied via OneDrive Personal sync. Setup script updated at C:\ssClawy\w365-setup\. Next: M24 (OneDrive symlink sync for live brain sync).
M24 Roaming Copilot: OneDrive Personal sync — bidirectional sync of brain files between all devices via OneDrive Personal 🔥 Urgent Deployed 2026-04-20. sync-brain.ps1 lives in OneDrive\CopilotCLI_Sync\ (personal). Auto-detects OS (Windows/Mac/Linux). Each device adds one line to PS profile: . "$env:USERPROFILE\OneDrive\CopilotCLI_Sync\sync-brain.ps1". Corp profile syncs the one-liner to W365 automatically. Secrets stay local-only (more secure).
M25 Roaming Copilot: Mac setup — mirror Copilot CLI on personal Mac 📌 Important Preferred: use personal susanthgit account — avoids enterprise policy/CA blocks. 95% identical (same brain/memory/tools via OneDrive sync). Only loses: WorkIQ, ATK skills. Keeps: all MCP servers, YouTube, pipelines, site building. Check if Opus 4.6 is on Copilot Individual. Homebrew install: node, git, gh, hugo, python, az CLI. OneDrive Personal for symlink sync.
M26 Roaming Copilot: validate enterprise licence on non-corp device — confirm Copilot CLI works with EMU account on personal Mac/iPad→W365 📌 Important Test gh auth login with ssutheesh_microsoft on Mac. If blocked: (a) try personal susanthgit with Copilot Individual, (b) try BYOK local model (Ollama), (c) try BYOK Anthropic API. Document what works.
M27 Transfer domain to Cloudflare Registrar + long-term renewal — move aguidetocloud.com from current registrar to Cloudflare Registrar. Set auto-renew ON. Buy max renewal (10 years). Cloudflare charges at-cost (no markup). This is the #1 bus-factor risk — if domain expires, entire site goes offline. 🔥 Urgent Steps: Cloudflare dashboard → Domain Registration → Transfer. Unlock domain at current registrar, get auth code, initiate transfer. Cloudflare charges ~$10/yr at cost. Max renewal: 10 years ($100). Also add a trusted contact as Cloudflare team member (free) for resilience.
M28 Add trusted collaborator to GitHub + Cloudflare — resilience against bus factor. Add one trusted person as GitHub collaborator (push access) and Cloudflare team member (admin). 📌 Important GitHub: repo Settings → Collaborators. Cloudflare: Account → Members. Free on both. Ensures site can be maintained if primary owner is unavailable.
M29 Document session-store as forensic recovery tool — add 1-paragraph "if a file goes missing, search session_store FTS5 first" guidance to copilot-instructions.md § Session Start Checklist 📋 Normal Pattern proven 13 May 2026: MBIE customer-research-private rescue. FTS5 query on session_files + turns surfaced original file location + git commit that purged them → recovered via git show <commit>^:path. Keeps the trick discoverable to future-you.
M30 Self-trim script for other accumulating dev debris — extend the 13 May 2026 auto-purge pattern (~/.copilot/scripts/purge-logs.ps1 + Windows Scheduled Task) to other accumulating dirs 💤 Someday Candidates: Playwright video/screenshot dirs across repos, Hugo public/ cache, npm/pnpm/yarn caches, Astro .astro/cache, Vite caches. Same template: 30-line PS script + daily Scheduled Task at 04:00 with Interactive logon (no admin). Could land as ~/.copilot/scripts/purge-dev-debris.ps1. Est: another ~1-2 GB/month self-managed.
M31 Growing-guardrails rule extends to audit-wip.ps1 — formalise that every false-positive or false-negative caught in the WIP audit becomes a new check + inline comment in the script. Mirrors the Guided QA + Cosmos QA "tests only grow, never shrink" rule. 📋 Normal Today's precedent (13 May 2026): silent dirty-tree miss (--no-color flag invalid, hidden under 2>$null) + multi-remote false-positive on easycopilotlab/english-translation (origin-only check missed fork/ remote). Both fixed with inline comments explaining the bug. Add the precedent to copilot-instructions.md § Permanent guardrails so future-me extends instead of rewrites.

☕ Ko-fi Shop Optimisation

# Task Priority Status Notes
K1 V3 branded thumbnails for all 35 items 📌 Important 1200×1200 JPEG, frosted glass + SVG patterns, alternating colour shades per category
K2 Optimised titles for all 35 items 📌 Important Consistent format: "EXAM-CODE Type — Description"
K3 Rich descriptions with cross-links 📌 Important Every description links to aguidetocloud.com/links/, /ai-news/, /cert-tracker/, YouTube
K4 Product summaries for all 35 items 📌 Important One-liner per item describing what buyer gets
K5 Post-purchase thank you message 📌 Important Warm message + feedback funnel to /feedback/ + cross-links to free resources
K6 Update Ko-fi profile page (bio, avatar, cover) 📋 Normal Match V3 branding — use site logo + near-black cover
K7 Pin top 3 best sellers to shop top 📋 Normal AZ-304 (461), AZ-303 (340), AZ-700 (148) — social proof
K8 Create exam bundle products 💤 Someday "Azure Admin Complete Pack" (AZ-104 Q&A + Course + Bootcamp) at $10
K9 Mark retired exams in titles 📋 Normal AZ-303, AZ-304 → add "(Retired — still great for learning)"
K10 Update membership tier description 💤 Someday Add cross-links to free tools + site resources
K11 Add UTM params to feedback link 💤 Someday ?utm_source=kofi to track Ko-fi referrals in GA4
K12 Ko-fi ↔ Guided funnel PDFs 🔥 Urgent For each Guided cert: generate a $5 PDF with 100 Q&A (answers only, no explanations). Branded header/footer + CTA page: "Want explanations, exam sim, spaced repetition, flashcards? → aguidetocloud.com/guided/". Question bank has ~250 per cert — PDF gets 100, Guided gets all 250 with full explanations + interactive features. Script: pull 100 questions from Guided JSON → render to PDF (Q + correct answer, no explanation/whyWrong/hint) → add Guided promo page. Upload to Ko-fi shop per cert.
K13 3-step funnel: YouTube → Ko-fi → Guided 📌 Important Proven model: (1) YouTube video with 50-100 Q&A + full explanations → drives Ko-fi PDF sales. (2) Ko-fi PDF ($5) = 100 Q&A answers only → add Guided CTA in PDF and video description. (3) Guided ($9) = 250 questions + explanations + exam sim + flashcards + spaced repetition. Position Guided in both YouTube video description AND Ko-fi PDF. Price review after year 1 if traffic justifies.

🎬 Content (YouTube / Blog)

# Task Priority Status Notes
C1 GitHub Copilot CLI video — beginner walkthrough 📌 Important Full setup to first use
C2 Student/viewer setup guide for GitHub Copilot CLI 📌 Important Step-by-step written guide for viewers to follow along
C3 MCP Servers explainer video 📋 Normal After completing L1-L3
C4 Playwright MCP video — browser automation with AI 📌 Important Record while doing R7 setup
C5 Monthly email newsletter for aguidetocloud.com 📋 Normal Monthly digest of best AI news, new videos, guides. Consider Buttondown (free, API-friendly). Could auto-generate from AI News data + YouTube uploads.
C6 Blog post: Purview DLP + backup migration story 📌 Important Real-world story from today — teaches Purview DLP concepts
C7 Blog post: "My Copilot CLI Setup" — full environment walkthrough 📌 Important Popular format, drives traffic, showcases the tool
C8 AI News enhancements — trending chart, weekly digest 📋 Normal Visual improvements + email digest prototype. See also FT section for quality fixes
C9 Google Search Console review — check indexing for 67 blog posts 📌 Important See which posts get impressions, fix any issues
C10 Video: Foundry Local vs Ollama — side-by-side comparison 🔥 Urgent Same prompts on both, speed test, NPU demo on Snapdragon. Hot topic — Microsoft's Ollama competitor!
C11 Video: Copilot CLI BYOK — run Copilot CLI with your own models 🔥 Urgent Demo Ollama + Foundry Local + Azure OpenAI with Copilot CLI. Ties to C10. Changelog: Apr 7
C12 Video: Agent Builder Helper — standalone video showing how to use an agent that helps build agents 📌 Important Demo the "Agent Design Assistant" agent. Show the full flow: discovery questions → spec generation → building in Agent Builder. Great customer enablement content.
C13 Video series: 10 Tiny Agents in 10 Minutes — showcase each Agent Builder demo agent 📌 Important One video per agent (A01-A10), each under 5 min. Shows different capabilities. Could be a YouTube playlist + blog series.
C14 Video: Pimp Your Terminal — customise Windows Terminal & macOS Terminal with themes, backgrounds, profiles 📌 Important Background images, acrylic blur, colour schemes, custom profiles, branded setups. Cover both Windows Terminal + macOS (iTerm2/Warp). Great visual content — thumbnails write themselves!
C15 Video: Copilot CLI vs Claude Code — head-to-head terminal AI battle 📋 Normal Same coding tasks on both. Compare: speed, quality, MCP support, batch mode, plan mode, GitHub integration. After L62.
C16 Video: Copilot Chat April 15 Changes — what admins need to know 🔥 Urgent RESCAN on Apr 15 first, then record. Cover: 2K threshold, WXP agents stay, Claude dependency, Basic vs Premium. Blog post already published. Learning portal page complete (L36).
C17 Blog: M365 Admin Role Mapper — which role can do what? Visual guide 📌 Important Interactive-style blog post. Cover: AI Administrator (new!), least-privilege mapping, "click a task → see which roles". Source: Microsoft Learn admin role docs + WorkIQ RBAC pain points
C18 Blog: Copilot Meeting Eligibility Guide — "Will Copilot work in my meeting?" 📌 Important Decision tree/flowchart blog. Cover: meeting ownership, external attendees, licence requirements, why recap works sometimes. WorkIQ confirmed this is the #1 Copilot support question
C19 Blog: M365 Security Baseline Checklist — free tools to audit your tenant 📌 Important Reference existing PowerShell tools: ScubaGear (CISA), Maester (280+ tests), TenantBaseline, M365 Assess. Compare them in a table. Don't build a tool — curate the landscape
C20 Blog: Agent Governance Checklist — controlling Copilot agent sprawl 📌 Important Cover: DLP for agents, approval workflows, connector restrictions, Entra Agent ID, AI Administrator role, data boundaries. WorkIQ confirmed agent sprawl is emerging concern
C21 Blog: Agent Builder vs Copilot Studio vs Azure AI Foundry — complete comparison guide 📌 Important Written + deployed 2026-04-18. OG image auto-generated by CI.
C23 YouTube CTR Review — check 20 rewritten video titles (Apr 18) after 2 weeks 📌 Important Check by May 2. Compare CTR in CC YouTube tab. Watch AZ-900 (117K) + AZ-104 (99K) closely — revert if dipped. Old titles saved in Copilot session store.
C22 CS Studio Companion: Add Foundry comparison to Decide tab — enhance Decide tab with deeper Azure AI Foundry comparison rows, "When to escalate to Foundry" decision triggers, and cost model differences 📌 Important Pass to CS Studio Companion build session. See paste text in session journal.
C24 Blog: "Which AI Model Powers Your M365 Copilot?" — deep dive blog using Copilot Model Map as the visual 🔥 Urgent Traffic magnet. The tool IS the hero image. Cover: multi-model orchestration, Critique/Council modes, admin controls, Cowork=Claude, Researcher=GPT+Claude. Embed tool link. SEO target: "copilot ai model" "which model powers copilot".
C25 Video: Copilot Model Map walkthrough — 5-min YouTube Bites demo 📌 Important Show the visual map, click through features, explain primary vs secondary, Studio Picker quiz, admin guide. Pairs with C24 blog.
C26 Blog: "How my Copilot CLI laptop went from 44 GB to 12 GB in an afternoon" — generalisable story for any heavy Copilot CLI user 📋 Normal Maps to "for people like us" voice. Every Copilot CLI user has ~28 GB of debug telemetry logs they don't know about. Cover: (1) the audit (33 GB ~/.copilot + 11 GB C:\ssClawy = 44 GB), (2) the 4-tier cleanup framework (zero-risk → ask → reorg → deep), (3) auto-purge script with full code (3d log retention + 7d events.jsonl, daily 04:00 Scheduled Task, no admin), (4) session-store-as-forensic-recovery trick that rescued MBIE notes from git history. Personal-blog piece — not customer SE content. Material from 13 May 2026 session entry.

🌸 Zen Design System

Philosophy: "A cherry blossom tree, not a jungle." Edge-to-edge. Every pixel earns its place. Docs: learn.aguidetocloud.com → Playground → 🌸 Zen Design System Status: Phases 1–4 complete + Phase 5a (Blog Reading Rooms) + Z1/Z2 (Nav + Tool Pages) deployed.

Next Up (High Priority)

# Task Priority Status Notes
Z1 Nav full-width — edge-to-edge nav bar 🔥 Urgent Deployed 789bff4, hover fix dca4c2b. CSS grid 1fr auto 1fr. Logo left, dropdowns center, toggle+CTA right. Mega-menus stay anchored to triggers (position:relative) for reliable hover.
Z2 Full-width tool pages — wider tool page container 🔥 Urgent Deployed 789bff4. zt-page max-width increased from 1200px to var(--max-page, 1320px).
Z2a Mobile theme toggle in drawer — add theme toggle to mobile nav drawer 📋 Normal Currently toggle only visible on desktop header. Add to drawer for mobile accessibility.
Z2b Test 1025–1200px viewport — intermediate breakpoint check 📋 Normal Grid 1fr auto 1fr may crowd on narrow desktop. May need intermediate layout or raised breakpoint.
Z3 Phase 5b: Study guide sidebar — cert-tracker single template 📌 Important 31KB complex template. Left sidebar: domain/module nav. Right sidebar: practice exam link, related certs, progress. Reuse zt-reading.css.
Z4 Reading mode toggle — hide both sidebars for focused reading 📌 Important Small JS: button in content header, toggles zt-reading--focused class. Sidebars slide off, content expands.
Z5 Phase 6: Attic cleanup — migrate ALL remaining pages to Zen tokens 📋 Normal 404, AI Hub, search overlay, cert-tracker list. Remove dead CSS. Target 50% CSS reduction.
Z6 Phase 7: Guided alignment — port Zen tokens to Astro platform 📋 Normal Same Inter font, same type scale, same accent. Seamless Hugo↔Guided transition.
Z17 Zen Mermaid diagrams — Stripe Docs style light canvas 🔥 Urgent Deployed d62a174. Light theme (white nodes, dark grey text, #E5E5E5 borders), dot-grid canvas (#FAFAFA), rounded corners (rx/ry 12), fullscreen button, stripped 224 inline styles + 195 emojis from 24 files. 45 diagrams consistent.

Reading Experience Enhancements (Audit 27 Apr 2026)

Context: Playwright audit of all 14 blog posts. Key finding: ~92 chars/line (optimal 65-80), font stack wrong (Satoshi before Inter), tables/headings need visual distinction. Full audit data: ~/.copilot/session-state/.../files/reading-audit/audit-data.json

# Task Priority Status Notes
Z18 Prose max-width 720px — constrain paragraph/list text within the wide column 🔥 Urgent ✅ Done p, ul, ol, blockquote, dl, details, figure, h2-h5 { max-width: 720px; } inside .zt-reading-body. Tables, code, diagrams, images stay full-width. Drops chars/line from 92 → ~72.
Z19 Font fix: Inter only — remove Satoshi from font stack 🔥 Urgent ✅ Done Changed --font-body and --font-heading vars in style.css. Satoshi @font-face kept in fonts.css (cleanup later).
Z20 H2 left accent border — visual scanning aid for headings 📌 Important ✅ Done border-left: 3px solid var(--accent); padding-left: 12px; on .zt-reading-body h2. Stripe-inspired.
Z21 Table containers — wrap tables in subtle bordered box 📌 Important ✅ Done JS wraps in .zt-table-wrap. border: 1px solid var(--border); border-radius: var(--radius-md); overflow-x: auto.
Z22 Font size controls (A+ / A-) — reader-adjustable text size 📌 Important ✅ Done 3 sizes: 14/16/18px via --reading-font-size on .zt-reading. localStorage. Lesson: var must be on ancestor, not consumer.
Z23 Kindle warm tint toggle — warm sepia/amber reading mode 📌 Important ✅ Done .zt-reading--warm class on container (NOT html attribute — avoids bleeding to tools). 4 palette combos (light/dark × cool/warm).
Z24 Focus mode — hide both sidebars, center content at 800px 📋 Normal ✅ Done .zt-reading--focused on grid. Sidebars hidden, content max-width 800px. Button hidden on mobile (sidebars already gone).
Z25 Heading hierarchy fix — fix H3-after-H1 in 4 blog posts 📋 Normal ✅ Done Quick Links/TOC → bold text (not headings, to avoid polluting sidebar TOC). Short Version → H2.
Z26 Line highlight on hover — subtle paragraph highlight for reading tracking 💤 Someday .zt-reading-body p:hover { background: var(--accent-subtle); } — helps track reading position. Very subtle, Kindle-inspired. Test if it's distracting first.
Z27 Section time estimates in TOC — "~3 min" per H2 in sidebar 💤 Someday JS calculates word count between H2s. Appends time estimate to TOC links. Only on posts with >5 H2s.
Z28 Drop cap — first letter of first paragraph enlarged 💤 Someday ::first-letter { font-size: 3em; float: left; } on first .zt-reading-body > p:first-of-type. Classic editorial touch. Test readability.
Z29 Image lightbox — click images to view full-size overlay 💤 Someday Small JS: click img → fixed overlay with the image at full resolution. Close on click/Esc. Only for blog reading pages.

Ideas & Opportunities (Future)

# Task Priority Status Notes
Z10 Companion sidebar: "Popular this week" — show most-read articles 💤 Someday Needs analytics data (GA4 API or simple page view counter). Only build if "More Articles" shows engagement.
Z11 Companion sidebar: Bookmark/save — let readers save articles for later 💤 Someday localStorage bookmarks. Small star icon per article. Bookmarks page to view saved items.
Z12 Companion sidebar: Reading time progress bar — visual progress indicator in companion 💤 Someday Vertical progress bar or percentage in right sidebar. Complements the top progress bar.
Z13 Blog dropdown nav — mega-menu for blog section 💤 Someday Only if blog grows past ~30 posts. Currently 14 posts — not enough to justify.
Z14 Full-width homepage — apply same edge-to-edge philosophy to homepage sections 💤 Someday Homepage already fairly full-width. Could benefit from 3-column treatment on featured content.
Z15 Dark mode for tool pages — enable light/dark toggle on non-home pages 💤 Someday Currently forced dark via body:not(.is-home). Requires auditing all 53 tool CSS files for hardcoded dark values.
Z16 CSS purge — automated dead CSS removal 💤 Someday After Phase 6 when all pages use Zen tokens. Use PurgeCSS or manual audit. Target: remove neon vars, glass vars, per-tool accent overrides.

📊 Licensing Simplifier — Post-SEO Expansion

Deployed: 2026-04-20. 8 rich plan pages + TOML data updates. Live at: aguidetocloud.com/licensing/

Immediate (do next session)

# Task Priority Status Notes
LS1 GSC: Submit new URLs for indexing — E7 + Copilot Pro 🔥 Urgent Done 2026-05-13 — Both URLs already PASS verdict + indexed (last crawl 2026-04-28). Today's lastmod: 2026-05-13 bump on microsoft-365-e7.md will trigger re-crawl via sitemap. Verified via ~/.copilot/session-state/<sid>/files/gsc-ls1-ls2-ls3.py URL inspection.
LS2 GSC: Submit enriched page URLs — Biz Basic, Biz Premium, O365 E1, Frontline, E3, E5 📌 Important Done 2026-05-13 — 5/6 already indexed (last crawl 2026-04-28). E3 was "Discovered – not indexed"; pushed via Indexing API urlNotifications:publish (accepted, no error). Same call also made for E7, ME7 blog, Copilot Matrix, Agent 365 Planner — all accepted. Caveat: Google docs say the API is officially JobPosting/BroadcastEvent only; non-supported types may not be honoured, but the publish call succeeded for all 5 URLs. Combined with sitemap resubmit + fresh lastmod + new internal cross-links, this is 3+ layers of nudge.
LS3 GSC: Submit AI News + Roadmap category URLs — self-reminder from Apr 20 📌 Important Done 2026-05-13 — Sitemap resubmitted via submit_sitemap() API call. 24 category URLs (13 AI News + 11 Roadmap) is past the ~10/day manual limit; sitemap resubmit + freshness signals is the right tool. If specific categories underperform, manually request indexing on the top 2–3.

May 1 — E7 GA Launch Day

# Task Priority Status Notes
LS4 Flip E7 badge — "Coming May 2026" → "New" 🔥 Urgent Done 2026-05-13microsoft-365-e7.md: badge Coming May 2026New, price_note GA May 2026Now GA, last_verified April 2026May 2026, description meta updated. Commit aea4c2a3.
LS5 Verify E7 pricing and features post-GA — check official Microsoft page 📌 Important 🔄 Partial 2026-05-13data/licence_picker/plans.toml E7 entry verified ($99 USD, status=ga, badge=New, full features list, agent-365 + entra-suite included). Full page-content audit against current Microsoft Learn pages still recommended for a SME pass.
LS6 Add E7 to Licensing Simplifier changelogdata/licence_picker/changelog.toml 📌 Important Done 2026-05-13 — Discovery: actual file is data/licensing/changelog.toml (NOT licence_picker/). Layout + JS already wired the "What Changed?" tab on /licensing/. E7 GA entry was already there from prior session. Polished: title Goes GANow Generally Available, expanded description (standalone Agent 365 $15/mo, FastTrack, pre-integrated partner agents). NEW entry 2026-05-multiplexing: May 2026 Product Terms update for agents/bots/RPA. Commit d47fc674. Pushed to Indexing API.

QA Backlog (from rubber-duck review)

# Task Priority Status Notes
LS7 Fix teams-phone feature description — says "PSTN calling" but should say "Phone System/cloud PBX" 📋 Normal data/licence_picker/features.toml — description is misleading. Pages correctly note Calling Plan needed.
LS8 Fix double JSON-LD rendering — FAQPage JSON-LD renders 2x on all licensing pages 📋 Normal Template issue: probably included in both single.html and baseof.html. All 50 pages affected. Check layouts/licensing/single.html + layouts/_default/baseof.html.
LS9 Copilot Studio feature in E7 picker — clarify limited vs standalone entitlement 📋 Normal Picker has copilot-studio in E7 features. Page correctly notes the difference. Could split into copilot-studio-basic vs copilot-studio-full.
LS10 Enrich remaining plan pages — Business Standard, O365 E3, O365 E5, Education, etc. 💤 Someday 42 "thin" pages remain. Prioritise by GSC traffic data — enrich highest-traffic pages first.

💼 Official (Microsoft Work)

# Task Priority Status Notes
No tasks yet

🏠 Personal

# Task Priority Status Notes
No tasks yet

💡 From the Idea Vault

Tasks generated from fleshed-out ideas. See full details in the Idea Vault.

# Task Priority Status Idea # Notes
I1 Research & prototype: Copilot CLI on always-on Azure device 📌 Important Idea 1 Cloud workstation + config sync
I2 Build automated AI news page (ainews.aguidetocloud.com) 📌 Important Idea 2 ✅ Complete — see project docs
I3 Deploy & test Clawpilot AI desktop assistant 📌 Important Idea 3 Clone, build, evaluate — browser automation + Office docs
I4 Deploy AI-in-One Dashboard in lab tenant 🔥 Urgent Idea 4 Purview audit logs → Power BI Copilot analytics

🆕 New Tool Builds (Innovation Scout — 2026-04-16)

Source: Tool Innovation Scout research session — 6-dimension analysis across M365 admin communities, AI industry, community tools, cutting-edge browser AI, and cross-pollination. Full report in session artifacts (tool-innovation-scout-report.md).

🏆 Top 3 — Build These

# Tool Accent Priority Status Sessions Notes
NT1 Agent 365 Planner — Quick Start education, readiness assessment (25Q/5 pillars), governance builder (checklist + naming + registry + policy), agent designer (decision tree + blueprint + permissions), FAQ #00A4EF 🔥 Urgent 2 Built 2026-04-16. Live at /agent-365-planner/. Post-GA verified 2026-05-13 — added Intune as 4th integration pillar, multiplexing FAQ, GA-confirmation FAQ, cross-cloud shadow AI FAQ, Intune endpoint checklist item; bumped all 5 TOML last_verified to 2026-05-13. Commit 3a64a43f.
NT2 M365 Security Toolkit — 50-question CIS v6 assessment, SPF/DKIM/DMARC generator, admin role planner, sharing advisor, risk quantifier, remediation scripts, compliance mapping (CIS+NIST+ISO+E8) #41A235 📌 Important 2 Built 2026-04-16. Live at /security-toolkit/.
NT3 AI Cost Calculator — total cost of AI adoption, token/API pricing across all providers, M365 licence optimizer, budget timelines, cost-per-action breakdown #66C559 📌 Important 2 Built 2026-04-16. Live at /ai-cost-calculator/.

🌙 Moonshot

# Tool Priority Status Notes
NT4 AI Text Lab — browser-based AI (Transformers.js) for sentiment, readability, summarisation. "Nothing leaves your browser." 💤 Someday Large effort. Start with v1 (sentiment + readability only) when Transformers.js ecosystem stabilises. LinkedIn-viral potential.

🔧 V3 Tool Value Improvements

Source: Double peer-reviewed audit (2026-04-16). Full plan in Copilot CLI session artifacts (v3-value-plan.md). Progress: 5/14 shipped. 8 remaining.

Shipped ✅

# Tool Feature Shipped
V1 Prompt Library → Polisher "Polish" button on every prompt card 2026-04-16
V2 AI Showdown Shareable compare URLs (?compare=openai,anthropic) 2026-04-16
V3 Service Health Active incident count badge on tab 2026-04-16
V5 Deprecation Timeline Watchlist — star items, "My Watchlist" toggle 2026-04-16
V12 Password Generator 3 IT-admin policy presets (Entra/M365/Service) 2026-04-16

Medium Effort (half-day each)

# Tool Feature Priority Status Notes
V4 Shared Workspace v1 Cross-tool localStorage: watchlists, comparisons, export/import JSON 📌 Important Both reviewers' #1 missing item. Do after more tool patterns emerge
V6 CA Builder JSON file import — upload Graph API export, parse client-side 📌 Important Import logic partially exists; file-upload UX needed
V7 Meeting Planner ICS file download for best meeting slot 📋 Normal Timezone correctness needs careful QA
V8 PS Builder Keyword-tagged recipe search with curated synonyms 📋 Normal Synonym map, not fuzzy matching — avoids noisy results

Larger Effort (1-2 days each)

# Tool Feature Priority Status Notes
V9 Cert Tracker "My Path" — target cert, completed exams, next steps 📌 Important Needs explicit cert-path graph defined first
V10 All pipeline tools "What changed" badges — last_visit timestamp, badge new items 📌 Important Do Roadmap + Deprecation first, then standardise
V11 WiFi QR Cards Multi-network batch — Home + Guest + IoT in one print 📋 Normal Extend existing card renderer
V13 Colour Palette Brand kit from base colour — accessible colour system 📋 Normal Primary/secondary/accent/text/background
V14 Image Compressor Web pack — 3 sizes (thumb/medium/full) in one ZIP 📋 Normal Extend existing batch + ZIP infrastructure

Killed (with reasons)

Item Reason
QR short-link tracking Needs server — incompatible with static site
Pomodoro calendar awareness Needs API access
Countdown calendar URL import CORS blocks most calendar URLs
Typing Test adaptive difficulty Low relevance to IT admin audience
ROI live currency conversion Stale data risk without live rates
AI News entity-join cards Taxonomy too complex, easy to be noisy/wrong
Licensing optimiser Dangerous complexity, high risk of bad advice

✅ Completed

# Task Category Completed
L0a Install and launch Copilot CLI 🎓 Learning 2026-03-26
L0b Understand sessions, /resume, /usage 🎓 Learning 2026-03-26
L0c Set up custom instructions file 🎓 Learning 2026-03-26
L0d Set up automatic backup to OneDrive 🎓 Learning 2026-03-26
L0e Learn about skills, plugins, and MCP servers (overview) 🎓 Learning 2026-03-27
L0f Build documentation website with MkDocs 🎓 Learning 2026-03-27
L0g Deploy learning website to Azure Static Web Apps 🎓 Learning 2026-03-27
B1 Set up dual backup (Corp OneDrive + Google Drive) 🎓 Learning 2026-03-28
B2 Create custom instructions memory system (main + reference) 🎓 Learning 2026-03-28
I2 Build automated AI News page (ainews.aguidetocloud.com) 💡 Idea Vault 2026-03-28
R5 Deploy AI-in-One Dashboard in lab tenant 🔬 Explore Repos 2026-03-29
M2 Set up GitHub Actions auto-deploy for aguidetocloud.com 🔧 Maintenance 2026-03-28
M3 Set up YouTube auto-scan for new videos 🔧 Maintenance 2026-03-28
M4 Fix OpenGraph metadata for social sharing 🔧 Maintenance 2026-03-31
M5 Add Microsoft Clarity analytics 🔧 Maintenance 2026-03-31
M6 Add security headers to Azure SWA 🔧 Maintenance 2026-03-31
M7 Fix external links missing rel="noopener" 🔧 Maintenance 2026-03-31
M8 Fix broken MS-500 & SC-900 redirects 🔧 Maintenance 2026-03-31
M9 Convert images to WebP (83% smaller) 🔧 Maintenance 2026-03-31
M10 Lazy-load YouTube iframes 🔧 Maintenance 2026-03-31
M11 Fix muted text contrast for WCAG AA 🔧 Maintenance 2026-03-31
M12 Add RSS auto-discovery link 🔧 Maintenance 2026-03-31
M13 Add Organization + BreadcrumbList schema 🔧 Maintenance 2026-03-31
M14 Add site search with Ctrl+K 🔧 Maintenance 2026-03-31
M15 Self-host fonts (no Google CDN) 🔧 Maintenance 2026-03-31
M16 Add apple-touch-icon 🔧 Maintenance 2026-03-31
M17 Clean up dead theme switcher code 🔧 Maintenance 2026-03-31
M18 Add skip-to-content a11y link 🔧 Maintenance 2026-03-31
M19 Fix missing DNS for learn. + preview. subdomains 🔧 Maintenance 2026-03-31
M1 Migrate DNS from Squarespace to Cloudflare 🔧 Maintenance 2026-03-30

Legend

Priority: 🔥 Urgent · 📌 Important · 📋 Normal · 💤 Someday

Status: ⬜ Not started · 🔄 In progress · ✅ Complete