From Unfinished to Deployed: Building AutoFlow
Sahil Mane has completed a project called AutoFlow, a stock market automation platform. The platform was developed using React, Node.js, MongoDB, and n8n, and includes features like paper trading and portfolio tracking. Mane's experience with GitHub Copilot significantly aided in debugging and deployment, emphasizing the importance of completing projects.
- ▪AutoFlow is a stock market automation platform built with React, Node.js, MongoDB, and n8n.
- ▪The platform includes features such as paper trading, portfolio tracking, and stock sentiment monitoring.
- ▪Sahil Mane utilized GitHub Copilot to assist with debugging and deployment issues during the project.
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Record
| Original publisher | DEV.to (Top) |
| Canonical URL | https://dev.to/sahilmane69/from-unfinished-to-deployed-building-autoflow-2i3n |
| Publication time | Wed, 03 Jun 2026 06:05:06 +0000 |
| Retrieval time | 2026-06-03T06:11:56.795Z |
| Last seen | 2026-06-03T06:11:56.795Z |
| 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 | J-WITsZx7Dpy |
| 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 === 3864362) { document.getElementById('article-show-container').classList.add('current-user-is-article-author'); } } } } catch (e) { console.error(e); } Sahil Mane Posted on Jun 3 From Unfinished to Deployed: Building AutoFlow #devchallenge #githubchallenge #webdev #react GitHub “Finish-Up-A-Thon” Challenge Submission This is a submission for the GitHub Finish-Up-A-Thon Challenge What I Built I finally completed a project that had been sitting unfinished for months. AutoFlow is a stock market automation platform built with React, Node.js, MongoDB, and n8n.
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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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