MindPattern
MINDPATTERN

Your AI Research Analyst

MindPattern is an autonomous research pipeline that monitors the AI ecosystem every day. 13 specialized agents scan news, academic papers, GitHub, Reddit, Hacker News, arXiv, RSS feeds, and expert commentary — then synthesize everything into a searchable intelligence database.

This is the conversational interface. Ask a question and get data-grounded answers with interactive charts, cards, and tables — powered by real findings, not hallucinations.

01

How It Works

Every morning at 0700, the pipeline deploys 13 parallel research agents. Each one specializes in a different slice of the AI landscape:

NewsVibe CodingThought LeadersAgentsProjectsSourcesSaaS DisruptionSkillsHacker NewsarXivGitHub PulseRSSReddit

Findings are deduplicated, scored for importance, and stored in a vector-embedded database. The system tracks recurring patterns across runs, extracts actionable developer skills, and generates a daily 3,000–5,000 word intelligence briefing archived at /briefings.

The pipeline self-improves — agents learn from their own outputs, pattern recurrence is tracked with semantic dedup, and feedback adjusts what the system prioritizes next.

02

What You Can Ask

  • Search findings — semantic vector search across thousands of research entries
  • Track patterns — recurring themes the system has identified across daily runs
  • Read daily reports — full intelligence briefings, searchable and archived
  • Discover skills — actionable developer techniques extracted from the landscape
  • Check system health — pipeline quality scores, agent activity, error tracking
  • Explore sources — see which newsletters, blogs, and feeds produce the highest-signal content
03

Three Ways In

This chat — the conversational interface. Ask anything in natural language and get data-grounded answers with inline charts, cards, and tables. The AI calls into the research database on every query — it never guesses.
Briefings — the daily intelligence reports. Every pipeline run produces a 3,000–5,000 word briefing covering top stories, breaking news, vibe coding updates, agent frameworks, security alerts, and thought leader takes. Fully searchable, delivered by email if you subscribe.
Archives — the raw research database, browsable without chat. Seven views into the data:
  • Search — semantic vector search across all findings
  • All Findings — browse every entry, filter by agent, importance, or date
  • Sources — ranked table of where the best intel comes from (domain, hit count, quality)
  • Patterns — recurring themes tracked across pipeline runs
  • Skills — actionable developer techniques by domain and difficulty
  • Health — pipeline quality trend, per-agent activity, error log
  • System — agent roster, pipeline architecture, run schedule
04

Issue a Directive

System online · 13 agents reporting · type your own query below

Channel: Claude Sonnet