AI Dev Chronicles

by HDDH

Documenting AI development know-how across multiple tools — Claude, Genspark, Gemini, and ChatGPT.

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Genspark: problems while using it – my 7 issues and how I solved them

Genspark has known quirks that trip up developers. This article covers 7 real issues — from getting stuck in loops to repeated mistakes — and practical workarounds.

📅 Jan 18, 2026 📁 Development Techniques 👀 1619 views

Stop repeating yourself to Genspark: QA v3.0's history accumulation strategy

Genspark forgets repeated instructions. This article covers the QA v3.0 history accumulation strategy that eliminates the need to repeat yourself and maintains quality across sessions.

📅 Jan 10, 2026 📁 Development Techniques 👀 645 views

Implementing the Eric George method: v2.19 development report

V2.19 improves the blog system significantly. This article reports on the development process, measured results, and what the Eric-George Method achieved.

📅 Jan 10, 2026 📁 Development Techniques 👀 393 views

Gemini QA framework built with Genspark - AI quality assurance

Manual QA is slow. This article covers the Gemini QA Framework built with Genspark — an automated quality assurance system for AI development.

📅 Jan 10, 2026 📁 Development Techniques 👀 535 views

Genspark and Gemini API selection - practical AI development environment

When should you use Genspark vs the Gemini API directly? This article compares both tools and shares practical selection criteria for AI development.

📅 Jan 10, 2026 📁 Development Techniques 👀 1100 views

Code generation vs code execution in Genspark: understanding the difference

Code generation and code execution are different things. This article clarifies the distinction and explains how to use Genspark's sandbox environments.

📅 Jan 10, 2026 📁 Development Techniques 👀 685 views

The need for AI quality assurance - why AI needs AI to check it

AI cannot reliably check its own output. This article explains why external QA is essential and how to implement AI-powered quality assurance for Genspark projects.

📅 Jan 10, 2026 📁 Development Techniques 👀 428 views

7 overlooked limits of AI judgment in development: an independent analysis

AI has limits developers often ignore. This article examines 7 overlooked weaknesses in AI judgment based on real Genspark development experience.

📅 Jan 10, 2026 📁 Development Techniques 👀 592 views

Applying the V-Model to Genspark AI development - Eric George's method debut

The V-Model brings structure to AI development. This article introduces how to apply V-Model principles to Genspark projects with the Eric-George Method.

📅 Jan 10, 2026 📁 Development Techniques 👀 455 views

AI development trends in 2025: a Genspark perspective on the future of development

AI development is evolving fast in 2025. This article covers key trends — multimodal AI, agents, and context management — from a Genspark perspective.

📅 Dec 24, 2025 📁 Development Techniques 👀 594 views

Genspark advanced features: 11 tools for creative, dev and real-world use

Genspark has 11 advanced tools beyond the basics. This guide covers creative features, dev integrations, and real-world automation use cases.

📅 Dec 24, 2025 📁 Tool Reviews & Comparisons 👀 1585 views

Genspark core features guide: 9 tools for AI search and content creation

Genspark packs 9 powerful built-in tools for search, research, and content creation. This guide covers every core feature with practical examples.

📅 Dec 24, 2025 📁 Tool Reviews & Comparisons 👀 2633 views
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Categories

  • All Posts (114)
  • Genspark Introduction (45)
  • Development Techniques (34)
  • Tool Reviews & Comparisons (16)
  • Development Projects & Case Studies (12)
  • Troubleshooting & Problem Solving (7)

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🆕 Latest Articles

  1. Can Genspark Claw Burn Through Credits Overnight? Watch Out for the Cron Job Trap
  2. How Far Has "Handing Work Over to AI" Actually Come? Comparing Claude Cowork, Genspark Claw, and Gemini Antigravity
  3. Lessons on Task Granularity from a Case Where Handing Everything to Claude Code Burned Through ¥50,000
  4. Cutting Claude Code's Token Usage in Half: Practical Cost-Management Techniques
  5. Can't Log Into Genspark? Checking in This Order Solves It 90% of the Time
  6. Claude Code's 5-Hour Rate Limit Isn't Scary Once You Prioritize the Right Fixes
  7. 3 Prompt-Control Techniques That Work When Claude Does Something Other Than What You Asked
  8. Genspark, Claude, or Gemini — Which One Actually Works for Personal Development? Comparing Real Cases
  9. Claude Code Errors: A Reverse Lookup from Symptom to Cause
  10. Is Claude's Free Plan Enough? How to Judge When It's Time to Pay

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