I Deleted My Working AI Project and Rebuilt It From Scratch. Here's What I Learned.
The author deleted a working AI project to rebuild it from scratch, emphasizing the importance of understanding the code. They initially created a prototype quickly but realized they couldn't explain its functionality. The rebuild process involved taking a slower, more deliberate approach to ensure comprehension at each step.
- ▪The author deleted a working AI prototype because they couldn't explain its functionality.
- ▪They rebuilt the project piece by piece, ensuring they understood each component before moving on.
- ▪The deployment of the next project faced unexpected challenges, highlighting the difference between local and real-world hosting.
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Story provenance
Attribution is not the same as permission. This drawer separates discovery metadata, excerpts, WeSearch-generated summaries, reuse status, and whether the publisher receives the visit. Nothing here claims a legal grant the publisher has not made.
Record
| Original publisher | DEV.to (Top) |
| Canonical URL | https://dev.to/mohan-01/i-deleted-my-working-ai-project-and-rebuilt-it-from-scratch-heres-what-i-learned-1gi3 |
| Publication time | Sat, 16 May 2026 18:18:51 +0000 |
| Retrieval time | 2026-05-16T18:40:19.021Z |
| Last seen | 2026-05-16T18:40:19.021Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | 15W5kaw2q5hD |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
Rights status (four layers)
WeSearch handling by dimension
| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
try { if(localStorage) { let currentUser = localStorage.getItem('current_user'); if (currentUser) { currentUser = JSON.parse(currentUser); if (currentUser.id === 3904844) { document.getElementById('article-show-container').classList.add('current-user-is-article-author'); } } } } catch (e) { console.error(e); } Mohanragul Posted on May 16 I Deleted My Working AI Project and Rebuilt It From Scratch. Here's What I Learned. #ai #webdev #programming #beginners learning-in-public (5 Part Series) 1 I Am Starting Over in Public 2 I Thought I Knew Python. I Was Wrong — Here's What Relearning It Actually Felt Like 3 I Built 10 AI Applications in 5 Days as a Beginner — Here's What Actually Happened 4 I Over-Prepared for My First AI Project. Then Everything Failed on Day One.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at DEV.to (Top).
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