Always-on research analyst

Turn any topic into intelligence that compounds.

Track any fast-moving tech topic and know what changed, what's holding up, and what to do next.

Intelligence you can act on — white-label-ready for agencies, consultancies, and funds.

Tailor it to you (optional)

No login · first two briefs free

Free briefs are public · paid briefs stay private

From signal to intelligence
  1. Track public signals

    across the places people talk

  2. Extract findings

    facts, opinions, predictions

  3. Deliver cited briefs

    on your cycle — every finding sourced

  4. Compound memory

    every update builds on the last

  5. Queryable topic intelligence

    ask the topic anything, grounded

Every claim citedFact vs. sentimentVerified relationshipsRemembers every cycle
Topic Intelligence

It doesn't just report. It remembers.

Most research tools hand you a snapshot and forget it. We keep a running memory of every topic — connecting each finding, its sources, and the players involved — so your intelligence compounds the longer you track. The brief is one surface of it.

Live Knowledge Graph

Verified linkCo-mentionSize = influence
347Entities mapped
429Relationships drawn82 evidenced
676Memory vectors

Anonymized and extracted from real topics.

Briefs with memory

Every brief opens with what changed since last time — so you catch the shift at a glance.

A living Market Map

Every finding and the players behind it, tracked over time — what's emerging, what's holding up, and what's been disputed.

Ask the Analyst Agent

Pose a question to a topic and get a grounded, cited answer drawn from its whole knowledge graph — it shows its reasoning, and never makes things up.

The longer you track a topic, the more it knows — a moat a newsletter will never have.

How it works

An analyst on retainer — without the retainer.

01

Tell us a topic

A company, a tool, a trend, a person — anything moving in tech.

02

We read what people said

Reddit, Hacker News, X, YouTube, TikTok, Perplexity and more — the last 30 days.

03

You get a cited brief

What changed, what people think, and what it means — in your inbox.

04

It compounds into intelligence

Every brief is extracted into a living knowledge graph — ask the topic anything, anytime.

Signal quality

Every finding carries an evidence grade.

The internet is loud, and most of it isn't fact. We label and weight every finding by what it actually is — so a rumour on X never reads like a verified market fact.

How we tag every finding

FactReported claimSentimentPredictionWeak signalContradictionSource quality

What we read every cycle

  • Perplexity
  • Web
  • Hacker News
  • Reddit
  • X
  • GitHub
  • Polymarket
  • YouTube
  • Threads
  • Instagram
  • TikTok
The artifact

Every brief follows the same editorial spine.

Decision-ready, never a link dump. Fact, sentiment, and interpretation are visibly separated — so you can trust what you act on. This is the defense against the one-hallucinated-report failure mode.

See real briefs
  1. 01

    Executive signal

    The single most important thing, in one paragraph.

  2. 02

    What changed

    Concrete, dated, and cited — the last 30 days.

  3. 03

    What people are saying

    Sentiment, labelled as sentiment — never as fact.

  4. 04

    Risks & objections

    The doubts being voiced, surfaced early.

  5. 05

    Opportunities

    The openings worth moving on now.

  6. 06

    Links worth opening

    Curated, not a dump.

  7. 07

    Suggested next move

    The “so what” for your role.

Live output

Briefs we've published

See all →

Claude Code in Engineering

June 30, 2026

Claude Code has crossed from developer curiosity into infrastructure-grade engineering tooling. The dominant signal this month: the practitioner community is converging on 'loop engineering' as the successor paradigm to prompt engineering, Anthropic reportedly launched Claude Code Routines (scheduled/event-driven autonomous runs) as a research preview, and a new Claude model (Sonnet 5) reportedly shipped as the default. Simultaneously, real production deployments are surfacing concrete failure modes — MCP tool gaps causing divergent cost calculations, context loss between sessions, and architectural drift in long-running agent projects. The tooling ecosystem around Claude Code is exploding (memory layers, reliability testers, workflow composers, cost reducers), signaling a maturing but still rough production landscape. Key caveats: Routines and Sonnet 5 details rest on a single non-Anthropic source each and are unconfirmed by official Anthropic communications found in these findings.

Anthropic

June 24, 2026

Anthropic is navigating its most turbulent 30-day stretch yet: a reported Claude Fable 5/Mythos dual-model suspension under US government export-control orders, a forced global access cutoff that sparked international backlash, an unconfirmed IPO filing, and a widely-cited ~$965B valuation — all while shipping Claude Tag for Slack, rolling out agentic features, and managing mounting user anger over pricing, refunds, and identity verification changes. Many of the most dramatic claims rest on social sources or single secondary outlets; treat hard facts (IPO filing, valuation, government directive terms) as reported-only until confirmed by primary sources.

AI Coding-agent Funding & M&A

June 24, 2026

The AI coding-agent space saw a historic capital concentration burst in the last 30 days: SpaceX reportedly acquired Cursor (Anysphere) for $60B in an all-stock deal, OpenAI announced an agreement to acquire cloud infrastructure startup Ona to power long-running Codex agents, and Cognition (Devin) raised $1B at a $26B valuation. All major deal figures rest on media reports and aggregator sources — not confirmed SEC filings or official disclosures — and should be treated as reported, not settled fact. Practitioners on the ground are focused on harness quality, memory persistence, and audit trails rather than model benchmarks.

Plans

Premium intelligence, priced like a tool — not an analyst.

A human analyst runs ~$5k/mo. Start free, then keep the cycle from $99/mo.

Operator

$99/mo

For founders, freelancers, and consultants tracking a few topics.

  • Briefs with memory — each leads with what changed since your last
  • 3 tracked topics
  • Weekly, bi-weekly, or monthly cycle

Agency

white-label

$399/mo

White-label topic intelligence for agencies, consultancies, and funds.

  • Deliver white-labeled topic intelligence to your clients — your domain & logo
  • Topic Intelligence — a living Market Map of every finding, its history & the players involved
  • Analyst Agent — ask any topic and get grounded, cited answers from its knowledge graph
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Start tracking your topic.

First brief free — your topic, your inbox, in about ten minutes.