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Live + Practical Product Owner Toolkit

Prompts for Product Owners

A field-tested prompt set for Product Owners to clarify product decisions, sharpen backlog conversations, and improve stakeholder alignment without turning product work into “prompt theater.”

Corporate Inquiry → Contact

Learning Path - Members

4 Sep 2025

Critical AI Development - Meta Achieves Recursive Self-Improvement

Critical AI Development - Meta Achieves Recursive Self-Improvement

The Breakthrough Meta announced on July 30th, 2025, that their AI systems have achieved true recursive self-improvement - what researchers call a "guttle machine." This isn't incremental optimization but rather AI that can access and rewrite its own code, making mathematically proven improvements to its own performance.

Author: Rod Claar
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Article rating: No rating

13 Oct 2025

Keeping Up With AI is a Struggle — But You Don’t Have To Do It Alone

Keeping Up With AI is a Struggle — Summary

Feeling overwhelmed by AI? You’re not alone. New models and “breakthroughs” land daily, but the goal isn’t to chase every tool—it’s to integrate the right ones, intentionally and sustainably, into your existing Scrum workflow.

The Real Struggle

  • Teams: Pressure to “use AI” without a starting point.
  • Leaders: Noise, uncertainty, and fear of bad investments.
  • Scrum Masters: How to add AI without breaking Agile principles.

From Struggle to Strategy

AI-Enhanced Scrum connects AI directly to Scrum practices so you can:

  • Improve backlog refinement and sprint planning, reducing ceremony fatigue.
  • Turn vague requests into crisp user stories with acceptance criteria in seconds.
  • Automate repeatables (test cases, retro summaries) and free time for creativity.
  • Measure real ROI in hours saved and increased velocity.

Results reported: ~2× faster planning and 30–40% improvement in sprint throughput using these techniques.

AI Won’t Replace Scrum—It Amplifies It

Use AI to spot blockers early, surface patterns across months of work, and accelerate requirements discovery—while keeping human judgement at the center.

Join the Live Program

AI-Enhanced Scrum: Transforming Agile Development with AI
November 5–7, 2025 — Virtual, Live

Register now

Final Thought

Keeping up with AI isn’t about running faster—it’s about running smarter. Scrum teaches us to inspect and adapt; AI gives us sharper lenses to do it. Stop chasing the future and start building it—one sprint at a time.

Author: Rod Claar
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Article rating: No rating

16 May 2025

Retrieval Augmented Generation (RAG)

Retrieval Augmented Generation (RAG)
Author: Rod Claar
0 Comments
Article rating: 5.0
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PromtDatabase

🔒 Private • In-Browser • Fast

Prompt Database

A fast, private prompt manager that lives entirely in your browser. Save your best prompts, add tags and categories, version them, and copy with one click. No accounts, no servers, no waiting.

Get Started on GitHub See Features
  • ✓Local-first: uses your browser database (IndexedDB)—your prompts stay on your device.
  • ✓Lightning search across titles, tags, categories, and full text.
  • ✓Import/Export JSON for backup or team sharing.
Screenshot of Prompt Database app showing prompt list, categories, and editor
Runs locally in your browser. No sign-in required.

Why Prompt Database

Keep your best prompts organized and at your fingertips

Local-First & Private

All data is stored using your browser’s IndexedDB. Nothing leaves your machine unless you export it.

Turbo Search & Tags

Find prompts instantly by title, tags, categories, or full-text content. Create custom fields to fit your workflow.

Versioning & History

Iterate safely. Keep older versions, compare changes, and roll back anytime.

One-Click Copy

Copy to clipboard with smart formatting—ready for ChatGPT, Claude, Gemini, or your custom tools.

Import / Export

Backup your library or share with a team as portable JSON. Optional CSV export for auditing.

Works Offline

Open your browser and you’re good to go—even without an internet connection.

How it Works

Runs entirely in your browser using IndexedDB

// Minimal record
{
  "id": "uuid",
  "title": "AI Image for Visual Learning Books",
  "text": "Generate a full-page, professional-quality...",
  "tags": ["image-generation","education","visual-guide"],
  "category": "Image Generation",
  "updatedAt": "2025-10-22T10:00:00Z",
  "version": 7
}
  • ✓IndexedDB provides fast, structured local storage with excellent performance for thousands of prompts.
  • ✓Service Worker (optional) caches the app shell for offline use.
  • ✓Export/Import to JSON ensures portability and team collaboration.
  • ✓No vendor lock-in: your content is yours.

Start in 3 steps

Get your library organized today

  1. 1Open Prompt Database on AgileAIDev.com.
  2. 2Create your first Category (e.g., “Writing Tutors”, “System Prompts”, “Image Prompts”).
  3. 3Add a prompt, tag it, and Copy with one click when you need it.
Launch Prompt Database Read the FAQ

Use Cases

Built for trainers, teams, and power users

Training & Workshops

Keep curated prompt sets per module. Share an export with students to accelerate practice.

Team Libraries

Standardize high-quality prompts across squads and roles—PM, Dev, QA, Marketing.

Personal Knowledge Base

Store your golden prompts, experiments, and variations in one place—searchable and ready.

FAQ

Answers to common questions

Where is my data stored?

Your prompts are stored in your browser’s local database (IndexedDB) on your device. Nothing is uploaded to a server.

Can I back up or move my prompts to another machine?

Yes. Use Export to save a JSON file and Import it on another device or share with teammates.

Does it work offline?

Yes. After the first load, the app can run offline (if caching is enabled). Your data is already local.

Is there a cost?

Core features are free. Advanced team features (cloud sync, roles) may be added later.

© Effective Agile Development · Built with a privacy-first, local-first philosophy.

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This is not a webinar. It’s applied learning with peer discussion, real use cases, and guided implementation.

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