I got tired of reviewing 300+ CVs, so I built an AI Agent to do first-round interviews
Vadym Shramko developed an AI agent to streamline the hiring process by conducting first-round interviews. The system automates CV parsing and technical questioning, allowing hiring teams to focus on top candidates. This innovation has significantly reduced the time spent on initial screenings.
- ▪Vadym Shramko built an AI agent to handle first-round technical interviews for hiring developers.
- ▪The AI system parses CVs and conducts chat-based interviews, asking specific technical questions.
- ▪The tool, named Ghost-assistant, allows teams to focus on the top 3 candidates instead of sifting through hundreds.
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Story provenance
Source · retrieval · rights · ranking — open for full record
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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/vadym_shramko_eafa79e6ca9/i-got-tired-of-reviewing-300-cvs-so-i-built-an-ai-agent-to-do-first-round-interviews-gg |
| Publication time | Wed, 03 Jun 2026 10:23:25 +0000 |
| Retrieval time | 2026-06-03T10:42:02.244Z |
| Last seen | 2026-06-03T10:42:02.244Z |
| 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 | C2LQFVaMA9nk |
| 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 === 3966306) { document.getElementById('article-show-container').classList.add('current-user-is-article-author'); } } } } catch (e) { console.error(e); } Vadym Shramko Posted on Jun 3 I got tired of reviewing 300+ CVs, so I built an AI Agent to do first-round interviews #ai #productivity #webdev #beginners If you’ve ever been involved in hiring developers, you know the drill. You open a position, and within 48 hours, you have 300+ PDFs sitting in your inbox. Most of them are spam, heavily exaggerated, or completely irrelevant.
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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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