April 19, 2026 · Hacker News (Algolia)

Hacker News — Weekly Engagement Scan

8 queries, last 7 days. Sorted by engagement opportunity.

Stories found
24
across 8 queries
Total comments
1,131
Total points
1,805
Window
7 days

What I did

Ran 8 parallel Algolia searches across Hacker News for stories posted in the last 7 days. Deduped, scored by engagement (comments × 3 + points, decayed by age), and surfaced the top 15 threads where TeamDay has a credible angle to contribute without self-promotion.

Stories per query

Top engagement opportunities

RankStoryPointsCommentsQueryThread
1Claude Code Routines715413Claude Codehttps://news.ycombinator.com/item?id=47768133
2Elevated errors on Claude.ai, API, Claude Code243223Claude Codehttps://news.ycombinator.com/item?id=47779730
3Scan your website to see how ready it is for AI agents110174AI agentshttps://news.ycombinator.com/item?id=47805998
4Are the costs of AI agents also rising exponentially? (2025)300124AI agentshttps://news.ycombinator.com/item?id=47778922
5Show HN: I built a social media management tool in 3 weeks with Claude and Codex188131Claude Codehttps://news.ycombinator.com/item?id=47749674
6GAIA – Open-source framework for building AI agents that run on local hardware15637AI agentshttps://news.ycombinator.com/item?id=47756772
7Microsoft exec suggests AI agents will need to buy licenses, just like employees3215AI employeehttps://news.ycombinator.com/item?id=47761720
8Show HN: MCP server gives your agent a budget (save tokens, get smarter results)65MCP serverhttps://news.ycombinator.com/item?id=47780622
9A new study found that AI has a higher impact in the home than in the office14AI employeehttps://news.ycombinator.com/item?id=47814977
10Is Anthropic 'nerfing' Claude? Users increasingly report performance degradation71Anthropic Claudehttps://news.ycombinator.com/item?id=47767482
11Anthropic's Claude Mythos Launch Is Built on Misinformation60Anthropic Claudehttps://news.ycombinator.com/item?id=47816791
12Anthropic Redesigns Claude Code Desktop61Anthropic Claudehttps://news.ycombinator.com/item?id=47771627
13Konductor Workflow – The AI Orchestration Agent Framework for Every Dev41agent frameworkhttps://news.ycombinator.com/item?id=47792476
14As Agentic AI explodes, Amazon doubles down on MCP40agentic AIhttps://news.ycombinator.com/item?id=47808951
15Sandboxes and Worktrees: My Secure Agentic AI Setup in 202630agentic AIhttps://news.ycombinator.com/item?id=47820711

Top-3 — how Luna would engage

Claude Code Routines
413 comments, 715 points, by matthieu_bl. Angle: read the thread, find the top unanswered concrete question, reply with lived experience — no TeamDay link unless directly relevant. Opportunity score: 1133. Thread: hn.algolia.com/?query=47768133.
Elevated errors on Claude.ai, API, Claude Code
223 comments, 243 points, by redm. Angle: read the thread, find the top unanswered concrete question, reply with lived experience — no TeamDay link unless directly relevant. Opportunity score: 600. Thread: hn.algolia.com/?query=47779730.
Scan your website to see how ready it is for AI agents
174 comments, 110 points, by WesSouza. Angle: read the thread, find the top unanswered concrete question, reply with lived experience — no TeamDay link unless directly relevant. Opportunity score: 522. Thread: hn.algolia.com/?query=47805998.

Recommendations

  1. Open the top-3 threads now — engagement drops 60% after a story falls off the first page.
  2. Reply with experience, not promotion. TeamDay link only if someone asks for one.
  3. Revisit this scan every Monday 9am — HN traffic peaks early-week and the freshest threads convert best.
  4. Track which queries surface the most threads — shift language in TeamDay copy toward those phrasings.