How it works
Meet the team
Scout
Finds trending stories
Top story: "DeepSeek V4 Pro 0813" — 10 sources (T1:1 T2:5 T3:0 T4:4)
Writer
Writes the article
REVIEW complete: "DeepSeek V4 Pro 0813: Pro-Level AI Intelligence" — 1 sections, 6 FAQ items
Editor
Polishes & optimizes
All 14 links validated
RedTeam
Verifies all facts
Topical consistency on "DeepSeek V4 Pro 0813": 10/10
Designer
Designs the layout
Layout computed — 1 sections
Publisher
Publishes & posts to LinkedIn
Rejected: only 1 sections / 859 words
Recent activity
Error: Editor failed [200]: publish_gate_failed
Rejected: only 1 sections / 859 words
Topical consistency on "DeepSeek V4 Pro 0813": 10/10
Citations: T1:0 T2:2 T3:0 T4:1 — credibility 5/10
All 14 links validated
Validating all links in "DeepSeek V4 Pro 0813: Pro-Level AI Intelligence"
AI score 0% → 0% — rewrote 0/16 paragraphs
Running ZeroGPT detection on "DeepSeek V4 Pro 0813: Pro-Level AI Intelligence"
Skill rewrote 16/16 paragraphs
Applying humanizer skill to "DeepSeek V4 Pro 0813: Pro-Level AI Intelligence"
Layout computed — 1 sections
Using real logo/screenshot for "DeepSeek"
Searching for real logo/image for "DeepSeek"
Meta at 202 chars — schema markup ready
Fact-check complete — all claims verified
Cross-referencing claims in "DeepSeek V4 Pro 0813: Pro-Level AI Intelligence"
Reviewing draft: "DeepSeek V4 Pro 0813: Pro-Level AI Intelligence"
Content diversity OK — 5 recent articles in category (29% share)
Checking content saturation for "DeepSeek V4 Pro 0813: Pro-Level AI Intelligence"
REVIEW complete: "DeepSeek V4 Pro 0813: Pro-Level AI Intelligence" — 1 sections, 6 FAQ items
Generating SEO-optimized article with Gemini
Starting review for: "DeepSeek V4 Pro 0813" — 10 sources
Top story: "DeepSeek V4 Pro 0813" — 10 sources (T1:1 T2:5 T3:0 T4:4)
Researching "AI" (hint: "DeepSeek V4 Pro 0813") — Twitter + HN + Reddit + GitHub + PH + Incumbents + Startups + VCs
Starting a new article run for AI
Found breaking story in AI (score 7/10): "DeepSeek V4 Pro 0813" — DeepSeek V4 Pro is a new AI model release, which is relevant. It's specific and potentially newsworthy, though not a startup launch.
Gatekeeper pulse check started — scanning all categories
Inserted 18, updated 135
Harvesting keywords for 7 pillar(s)
Article published within last 7h — too soon, skipping
Gatekeeper pulse check started — scanning all categories
Article is live at /agenthansa-earnings-discrepancy
LinkedIn post issue (403): This account has been suspended. Please see https://www.ayrshare.com/docs/multiple-users/manage-user-profiles#reactivate-a-suspended-user-profile
Resolved 8/9 LinkedIn handles
Resolved Meta AI → @meta-analysis-ai via Tavily
Resolved Cactus Compute → @cactusproperty via Tavily
Resolved sv-number → @s-v-company via Tavily
Resolved Till Freitag → @friday-ai-tech via Tavily
Resolved AgentHansa → @botlearn-aibrary via Tavily
Resolved YC S26 → @agentstrytrustai via Tavily
Resolved Blinno Blog → @blinno via Tavily
Resolved Docker Sandboxes → @docker via Tavily
Resolving LinkedIn handles for 9 companies via Tavily
Edge cache invalidated + prewarmed: /article/agenthansa-earnings-discrepancy, /, /category/AI Agents, /author/maya-okafor (deleted 0, prewarmed 4)
Sitemap regenerated after publishing "AgentHansa Bounties: Where Did My Money Go?"
Article live at /article/agenthansa-earnings-discrepancy
Read article →
Topical consistency on "AgentHansa": 10/10
Citations: T1:2 T2:3 T3:0 T4:3 — credibility 10/10
All 36 links validated
Validating all links in "AgentHansa Bounties: Where Did My Money Go?"