AI Coding is getting better every day, but have we actually reached true, autonomous, hands-off app building? Today, I put Qoder Quest to the test ( https://aisecret.co/Callum ), seeing how it handles a full stack app build (an MCP library router), while showing you tips & tricks on how to leverage ai coding tools effectively β¨ Qoder Quest is a new, self-evolving tool in the Qoder IDE, designed with enhanced agentic architecture while leveraging the agent loop: 1) plan (spec) 2) code (build) 3) verify (test) 4) learn (self-evolving) This is called spec-driven development, which takes you from vibe coding to actually architecting apps. The spec is your agreement with the agent: you give it the problem, together you work on the solution, and once you're aligned, the agent begins its quest, building according to your plan. Combining this loop with dynamic context injection, skills, and memory turns Qoder into a self-evolving agentic coding ai, one that gets smarter the more you use it. To test out Qoder Quest, I build a model context protocol library app - an app that helps me automatically install and run ANY MCP server I want, all from one place. The benefit of this type of router is that I can connect a single endpoint to ANY AI Agent (Claude, Gemini, Qoder, Antigravity, etc) and each agent immediately gets access to my full library of tools. I think it turned out pretty well π I hope you are able to make your ideas a reality as easily I did! Let me know in the comments what you end up building, I love to hear how people's visions become a reality with tools like this β¨ Try Qoder Quest for free using this link: https://aisecret.co/Callum P.S. I greatly appreciate any feedback, please let me know what you think π Join My Membership: https://www.youtube.com/channel/UCFiU1vIpPD3lQltke_18m3A/join π Sign up for my [free newsletter: Recalibrating](https://paragraph.xyz/@wanderloots.eth?referrer=wanderloots.eth) π§ Join my [Hypersub Exclusive Membership ] (coming soon) π‘ Wander my Digital Garden https://wanderloots.xyz π° Try Ground News For Bias-Aware Research: 40% discount https://check.ground.news/wanderloots Timestamps: 00:00 The Three Phases Of AI Coding 00:51 Agent Effectiveness & Spec-Driven Development 01:24 Today's Outline & Goals 02:07 Qoder Quest 02:39 Quest Overview 03:16 Today's App: MCP Library Router 04:34 Step 3: Requirement Clarification 06:05 Step 4: Spec Generation & Review 07:23 Reviewing The Spec 08:29 Planning For Parallel Execution & Skills (Git) 10:10 Step 5: Parallel Execution (Frontend & Backend) 10:54 Agentic Effectiveness 12:33 Step 6: Reviewing Results & Auto-Debugging 13:48 Auto-Documentation (Repo Wiki) 15:04 Adding New Features & Testing Fixes 16:37 Step 7: Installing & Connecting MCP Servers 17:55 How Does It Work? 18:31 Connecting MCP To Other Tools (Claude) 20:10 Recap Of What We Built 20:50 Concluding Thoughts & Ideas WATCH NEXT π± Obsidian & Digital Gardens https://www.youtube.com/playlist?list=PLWhMzDKA7vJ7p50vW-oeZgKR2aDReZFW6 π§ Recalibrating (Main Storyline) https://www.youtube.com/playlist?list=PLWhMzDKA7vJ4SLS2e6KiPmu9mku81B__Y LINKS (MY WORLD) π§ [Recalibrating Newsletter Home](https://paragraph.xyz/@wanderloots.eth?referrer=wanderloots.eth) ποΈTo start reading from the beginning: [Recalibrating Newsletter Entry 1: What Recalibrating Means To Me](https://wanderloots.substack.com/p/1-what-recalibrating-means-to-me) π My [Website](https://wanderloots.com/) πΈ My [Print Shop](https://wanderloots.darkroom.com/) β¨ SOCIALS π£ [Farcaster](https://warpcast.com/wanderloots.eth) πΈ [Instagram](https://www.instagram.com/_wanderloots/) π° [Flipboard](https://flipboard.com/@_wanderloots) π [Pinterest](https://www.pinterest.ca/wanderloots/) π¦ [X (Twitter)](https://twitter.com/_wanderloots) π§΅ [Threads](https://www.threads.net/@_wanderloots) π€ [Reddit](https://www.reddit.com/user/_wanderloots) MY FAVOURITE TOOLS π΄ π€― The [Waking Up App](https://dynamic.wakingup.com/guestpass/SC4914439) (use this link for a 30 day free trial) π [Obsidian](https://obsidian.md/) (decentralized note-taking) πΉ [Adobe Suite](https://prf.hn/l/lQ9DwpA) (general creativity) β€οΈ [Welltory](https://app.welltory.com/payments/plans/main/?coupon=wanderloots) (Health Tracker) EQUIPMENT USED 6. Camera [Sony A7iii](https://amzn.to/3seSHv6) 7. Lens [Sony F2 28 mm](https://amzn.to/3TiWCT2) 8. Tripod [K&F Concept](https://amzn.to/3soCKCP) 9. Lighting [Ubeesize Ring Light](https://amzn.to/3GD02Zy) 10. Main Lighting Neewer 660 PRO RGB: https://amzn.to/3CEcU2V

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