AI Infrastructure Coverage
87 reports · 312 sources · 18 need review
Drafting 3
MMistral
Gathering sources… 25%
PPerplexity
Extracting claims… 60%
RRunway
Queued
Needs review 4
SSequoia Capital
3 claims · Review term sheet
DDaily Brief May 13
3 unverified claims
SStability AI
2 conflicting sources
AAlfred Lin
Person report needs review
Verified 5
AAnthropic
12 sources · Updated 2h ago
BBug0
5 sources · Updated 1d ago
DDario Amodei
7 sources · Person report
CCohere
6 sources · Monitoring
HHugging Face
8 sources · Updated 3d ago
Archived 2
AAnthropic
Exported · PDF + Notion
BBug0
Exported · Markdown
Report Type Status Evidence Sources Updated Action
AAnthropic
Company Verified 5/5 verified 12 2h ago Open
SSequoia Capital
Investor Review 3 claims need review 8 1d ago Review
BBug0
Company Verified 3/5 confirmed 5 1d ago Open
OOpenAI
Company Stale 2/5 expired 4 3d ago Refresh
DDario Amodei
Person Verified Cross-referenced 3 outlets 7 6h ago Open
MMistral
Company Drafting Gathering… 2 now Drafting…
Anthropic Company · Verified · 12 sources
AI / Slash commands EditPreview

Anthropic — Company Report

Verified · 12 sources · 22 claims · 5 of 5 verified · Updated 2h ago · Style: Banking Coverage Memo

Executive read

Anthropic continues to dominate enterprise AI infrastructure with Claude 4 Opus. The recent enterprise tier repricing (+40%) signals strong [[pricing power]] and demand elasticity. The Managed Agent tier launch at $0.168/1K tokens positions them directly against @OpenAI's assistant API pricing.

Enterprise tier repriced +40% with minimal customer churn. [src:1]

Business overview

Founded 2021. Headquartered San Francisco. ~1,200 employees. Last disclosed valuation $61.5B (Series E, March 2025). Revenue estimated $2B+ ARR based on public statements and investor disclosures. Lead investor @Sequoia Capital with participation from @Jaan Tallinn.

Traction signals

Three new enterprise customer references in the last 30 days. Sales engineering hiring expanded 3x YoY. Model/platform announcements accelerating to bi-weekly cadence. #enterprise #growth

Managed Agent tier launched at $0.168/1K tokens, undercutting @OpenAI's assistant API by ~20%. [src:4]

Funding & ownership

@Dario Amodei (CEO) and @Daniela Amodei (President) co-founded after departing @OpenAI in 2021. Series E valued at $61.5B led by @Sequoia Capital. Total funding exceeds $7.3B across 6 rounds. [[Cap Table Analysis]] suggests founder dilution below 20%.

Series E closed March 2025 at $61.5B valuation — 3.2x step-up from Series D. [src:7]

Risks & unknowns

Competitive response from @OpenAI and @Google DeepMind not yet priced in. Regulatory exposure increasing with @Dario Amodei's Senate testimony cadence. Burn rate unclear despite revenue growth. [[EU AI Act]] compliance timeline uncertain.

Recommended action

Monitor @Anthropic's next earnings proxy (enterprise adoption metrics) and @OpenAI's pricing response. Flag for board review if [[valuation ceiling]] analysis shows cap table pressure above 4x revenue multiple.

Anthropic Diligence

Enterprise tier repriced +40% across all SKUs

14 src 5 claims 2h ago
Founder lens Open →
Sequoia Capital Coverage

Counter-bid shifts cap table math for Series E

8 src 4 claims 5h ago
Founder lens Open →
OpenAI Diligence

GPT-5 pricing rumored at 3x current API rates

11 src 3 claims 3d ago
Founder lens Open →
Bug0 Event

v2 agent runtime shipped with full MCP support

6 src 2 claims 1d ago
Founder lens Open →
Groq Theme

LPU inference costs dropping 40% per quarter

4 src 1 claim 6h ago
Founder lens Open →
DeepMind Diligence

Gemini Ultra context window extended to 2M tokens

9 src 3 claims 4h ago
Founder lens Open →
Stripe Coverage

AI-native billing module entering private beta Q3

7 src 4 claims 1h ago
Founder lens Open →
Vercel Event

v0 agent now generates full-stack Next.js apps

5 src 2 claims 8h ago
Founder lens Open →
Mistral AI Coverage

Le Chat enterprise seats growing 300% MoM in EU

6 src 2 claims 12h ago
Founder lens Open →
Perplexity Theme

Publisher revenue-share program signing 50+ outlets

10 src 3 claims 30m ago
Founder lens Open →
Anthropic Diligence

Enterprise tier repriced +40% across all SKUs

14 src 5 claims 2h ago
Founder lens Open →
Sequoia Capital Coverage

Counter-bid shifts cap table math for Series E

8 src 4 claims 5h ago
Founder lens Open →
OpenAI Diligence

GPT-5 pricing rumored at 3x current API rates

11 src 3 claims 3d ago
Founder lens Open →
Bug0 Event

v2 agent runtime shipped with full MCP support

6 src 2 claims 1d ago
Founder lens Open →
Groq Theme

LPU inference costs dropping 40% per quarter

4 src 1 claim 6h ago
Founder lens Open →
DeepMind Diligence

Gemini Ultra context window extended to 2M tokens

9 src 3 claims 4h ago
Founder lens Open →
Stripe Coverage

AI-native billing module entering private beta Q3

7 src 4 claims 1h ago
Founder lens Open →
Vercel Event

v0 agent now generates full-stack Next.js apps

5 src 2 claims 8h ago
Founder lens Open →
Mistral AI Coverage

Le Chat enterprise seats growing 300% MoM in EU

6 src 2 claims 12h ago
Founder lens Open →
Perplexity Theme

Publisher revenue-share program signing 50+ outlets

10 src 3 claims 30m ago
Founder lens Open →
Daily edition 5 entities 12 sources opus-4
Daily edition Fri, May 16 · 7 sources · 5 entities · ~3 min read cut-off 06:00 UTC
Your exposure 4 tracked entities affected · est. $2.4M annual API spend at risk · 2 active deals impacted
Need to know
  • @Anthropic enterprise pricing +40% across all tiers effective June 1. New Managed Agent SKU at $0.18/1K tokens. Recalculate partnership economics before Thu board call. [src:1] [src:3]You: vendor dependency · $1.8M/yr API spend · partnership deal in negotiation Verified · 3
    Enterprise tier repriced +40% with minimal customer churn. [src:1]
    Managed Agent tier launched at $0.168/1K tokens, undercutting @OpenAI by ~20%. [src:4]
  • @Sequoia Capital counter-bid at $175B ceiling reshapes cap table math. Three portfolio companies already adjusting Series B narratives. Implies 2.3x revenue multiple premium. [src:2] [src:5]You: fundraise in progress · Sequoia on term sheet · cap table model needs refresh Verified · 2
    Series E valued at $61.5B led by @Sequoia Capital. Total funding exceeds $7.3B across 6 rounds. [src:2]
    @Dario Amodei (CEO) confirmed counter-bid shifts downstream fundraise math. [src:5]
  • @Bug0 v2 ships full MCP support — undercuts managed-agent pricing by ~60%. Three YC W26 companies migrated orchestration in 72 hours. Apache 2.0 license. [src:6]You: direct competitor · their MCP launch overlaps your demo day pitch Verified · 4
    v2 runtime is Apache 2.0, protocol-native MCP. Three YC W26 companies migrated in 72 hours. [src:6]
    Undercuts @Anthropic managed-agent pricing by ~60% on equivalent workloads. [src:6]
  • @Groq LPU costs down 40% QoQ — $0.27/M input tokens vs. $3.00 on Claude. Inference cost floor collapsing. GA pricing ~May 28 could accelerate. [src:7]You: potential infra arbitrage · no current Groq dependency · monitor for cost optimization Estimated · 2
    LPU inference at $0.27/M input tokens — 11x cheaper than Claude at $3.00/M. [src:7]
Next best action
Review @Anthropic partnership terms before Thu board call
Enterprise repricing changes the value prop for the agent integration deal. Board wants updated numbers. @Sequoia counter-bid adds urgency—three portfolio companies already adjusting narratives. [src:1]
Daily sweep · May 16
5 items triaged from overnight signals
@Anthropic partnership terms—escalated to Now lane
@Sequoia cap table recalc—queued for Prep
@Bug0 YC demo prep—deadline Fri, moved to Now
@OpenAI report marked stale—auto-refresh queued
Weekly deck update—deferred to Batch
What changed
A Anthropic enterprise repricing
+40%
across all plan levels, effective June 1
was: flat since Q3 2025 · $0.12/1K → $0.18/1K
Update partnership model slide 14. Your $1.8M annual spend becomes ~$2.5M. Board needs revised unit economics by Thu. [src:1]
S Sequoia counter-bid
$175B
valuation ceiling · 2.3x revenue premium
was: $120B (prior round, Mar 2026) · +46% ceiling lift
Your cap table model assumes $120B comp. Refresh with $175B ceiling before @Sequoia deadline May 26. [src:2]
B Bug0 v2 ships MCP
60%
cheaper than Anthropic managed agents · Apache 2.0
was: v1 closed-source, no MCP · now open + protocol-native
Your YC demo pitch needs a "why not @Bug0" slide. 3 cohort companies already switched. Prep competitive teardown by May 23. [src:6]
G Groq inference costs
$0.27
per 1M input tokens · 11x cheaper than Claude
was: $0.45/M (Q1 2026) · 40% QoQ decline · GA ~May 28
Model your cost floor assuming $0.20/M by Q3. If GA pricing holds, build @Groq routing into your inference stack for non-reasoning calls. [src:7]
Why now? 5 of 6 Demand-driven confidence · 3 of 6 Competitive preemption · 2 of 6 Fundraise signal
What to watch
EventDateDecision trigger
Anthropic board callMay 22Rebalance exposure if managed agent is separate line item
Bug0 YC demo dayMay 23Update competitive landscape if enterprise pilot announced
Sequoia term sheet deadlineMay 26Refresh cap table model with final valuation cap
Actions
ActionLeadPriorityDeadline
Refresh Anthropic partnership economics at new pricingYou + AgentP0May 22
Update Sequoia cap table model — $175B ceiling scenarioYouP0May 26
Run Bug0 v2 competitive teardown — MCP reliabilityAgentP1May 23
Build Groq cost-floor model with GA pricing sensitivityAgentP1~May 28
Sources
1Anthropic Blog, "Enterprise Pricing Update," May 15 2026
2Wall Street Journal, "Sequoia Raises Anthropic Bid," May 15 2026
3The Information, "Inside Anthropic's Enterprise Push," May 14 2026
4TechCrunch, "Claude 4 Enterprise Doubles MRR," May 13 2026
5Bloomberg, "AI Valuations Surge," May 14 2026
6Bug0 Blog, "v2 Runtime MCP Release Notes," May 12 2026
7Reuters, "Enterprise AI Pricing Trends Q2 2026," May 10 2026
End of daily brief · May 16 2026 · 06:00 UTC cut-off
Coverage agent AI Infrastructure Coverage · 5 entities
Context loaded · 5 entities · 48 sources · 312 claims
Spawned research-agent · scanning 12 sources
Which reports need the most attention right now?
4 min ago
Routed to deep-analysis model for multi-entity comparison
Ran source_scan on 5 entities · 3 stale detected
source_scan(openai) → 2/5 expired
source_scan(mistral) → gathering
source_scan(deepmind) → 1/3 verifiable
8 steps · 3.1s · $0.02
source_scan
480ms 5 entities
staleness_check
210ms 3 stale
web_search
650ms OpenAI
web_search
340ms Mistral
web_search
290ms DeepMind
compare_coverage
940ms Opus 4
rank_urgency
120ms sorted
format_response
70ms
5,840 tok in 980 tok out Opus 4 primary
The scan found three entities with degraded coverage. OpenAI has the most urgent gaps — two of five tracked claims expired three days ago and haven't been refreshed. Mistral is still in gathering phase with only two sources found. Google DeepMind has one verifiable source remaining out of three.
3 reports need attention
OpenAI — Evidence expired 3 days ago, 2 of 5 claims stale. Needs refresh.
Mistral — Agent still gathering sources. 2 found so far, extraction in progress.
Google DeepMind — No new signals in 5 days, only 1 of 3 sources still verifiable.
source_scan claim_verify freshness_check
3 min ago
Ran 3 commands, used web search
web_search("OpenAI pricing 2026")
web_search("Mistral EU AI Act")
entity_diff(anthropic, since: "2026-05-13")
research-agent completed · 3 new signals extracted
What changed with Anthropic since yesterday?
2 min ago
Context narrowed to Anthropic · 12 sources · 3 corroborated
Δ Edited 1 file · updated entity profile
anthropic.entity.json → pricing.enterprise_tier
6 steps · 4.2s · $0.03
entity_diff
320ms Anthropic
web_search
890ms 3 results
signal_extract
1.2s Opus 4
coverage_check
180ms 5 entities
web_search
740ms OpenAI
signal_extract
980ms Opus 4
8,412 tok in 1,204 tok out Opus 4 primary
Three material changes since yesterday. The enterprise tier repricing is the biggest — a 40% increase with minimal reported churn signals strong pricing power. The Managed Agent tier launch at $0.168/1K tokens undercuts OpenAI by roughly 20%, which will likely accelerate enterprise migration. Three new enterprise references were confirmed across public filings.
Anthropic — 3 new signals
Enterprise tier repriced +40% with minimal churn. Managed Agent tier launched at $0.168/1K tokens, undercutting OpenAI by ~20%. Three new enterprise references confirmed in the last 30 days.
entity_diff signal_extract web_search
just now
1 report updated
+3 signals
  • ent entities/Anthropic +3 signals -1 expired
    Pricing and competitive positioning updated
    + pricing.enterprise_tier: $0.168/1K → confirmed
    + competitive.vs_openai: -20% undercut signal
    + references.enterprise: +3 new (public filings)
    - pricing.legacy_tier: removed (deprecated May 1)
Created anthropic-signals-may14.pdf
Refreshing OpenAI sources…
1 entity updated, 1 memo created
+3 signals
  • ent entities/Anthropic +3 signals -1 expired
    Pricing and competitive positioning updated
    + pricing.enterprise_tier: $0.168/1K — confirmed
    + competitive.vs_openai: -20% undercut signal
    + references.enterprise: +3 new (public filings)
    - pricing.legacy_tier: removed (deprecated May 1)
  • doc memos/anthropic-signals-may14.pdf created
    Coverage memo — 3 new signals, 5 sources verified
    Entity: Anthropic · Coverage: 5/5 active
    + Enterprise tier repriced +40%, minimal churn
    + Managed Agent tier undercuts OpenAI by ~20%
    + 3 enterprise references confirmed (public filings)
Live preview · pricing-comparison.html
Applied tiering policy to 2,847 entities
5 steps · 4.2s

I classified all 2,847 entities in the AI Infrastructure universe against the tiering policy you pasted. 50 qualify as Strategic (Tier 1), 213 as Watch (Tier 2), and 2,583 as Monitor. The biggest cluster is Cybersecurity at Tier 3 — mostly early-stage companies without enterprise references yet.

2,847 entities classified 5 sectors
  • vis artifacts/portfolio-tiering.html created
Live preview · portfolio-tiering.html
Generated presentation from coverage data
3 steps · 2.1s

I assembled a 6-slide interactive briefing from this week’s coverage. It covers portfolio metrics, key movements, pricing landscape, and the signal timeline. You can navigate slides with arrow keys or the dots on the right.

Generated interactive presentation 6 slides Glass NodeBench preset
Presentation · coverage-briefing.html
What’s Anthropic’s latest valuation?
Searched 2 sources · 0.8s

$60 billion as of the Series E close (March 2025), per Lightspeed and Spark Capital filings.Reuters · Crunchbase

Compare Anthropic vs OpenAI on enterprise readiness
Compared across 4 dimensions
3 steps · 1.4s

Here’s the side-by-side on enterprise readiness. Anthropic leads on pricing and compliance; OpenAI leads on ecosystem breadth and model variety.

DimensionAnthropicOpenAI
Enterprise pricing$0.168/1K tok$0.200/1K tok
SOC 2 complianceType II certifiedType II certified
Model catalog depth3 families7 families
SLA uptime guarantee99.95%99.9%
Data residency optionsUS, EUUS, EU, APAC
Enterprise references (30d)+3 new-1 expired
⚠ Signal detected — 2 min ago
Auto-triggered by monitoring rule

OpenAI just updated their pricing page. The GPT-4.1 mini tier dropped from $0.40 to $0.15 per 1M input tokens — a 62% reduction. This undercuts Anthropic’s Haiku tier and may trigger a response. I’ve flagged it for the competitive pricing tracker.

Competitive alert OpenAI pricing change 1 signal
Refresh all 5 entity reports
Refreshing 5 entity reports…
3 of 5 refreshed
2 failed — see details below

Refreshed Anthropic, Sequoia Capital, and Bug0 successfully. OpenAI’s source returned a 429 (rate-limited) and Mistral’s careers page is returning a 404 — looks like they restructured their site.

✓ Anthropic — 3 new signals ingested
✓ Sequoia Capital — term sheet updated
✓ Bug0 — pricing change confirmed
✗ OpenAI — rate-limited (429) after 3 retries
   Scheduled retry: 2026-05-15 05:00 UTC
✗ Mistral — careers page 404
   Flagged for manual source update
Focus the pricing comparison on just enterprise tiers
Updated comparison · filtered to enterprise tiers only

Done — I’ve narrowed the pricing comparison to enterprise tiers only. The managed-agent and consumer tiers are excluded now. Want me to add historical pricing from last quarter?

Actually, add historical pricing from last quarter too
Added Q1 2026 historical data
2 steps · 1.8s · pulled from pricing-history table

Added. The enterprise tier comparison now includes Q1 2026 baselines. Anthropic’s enterprise tier went from $15/1M to $21/1M (+40%), while OpenAI held flat. I regenerated the artifact — the delta column is new.

Updated artifact pricing-comparison.html +1 column
  • vis artifacts/pricing-comparison.html +12 -3
Draft an investment committee memo on the Anthropic pricing changes
Researching Anthropic tier changes
Cross-referencing 8 sources
Drafting memo for IC review
6 steps · 4.8s · $0.04

Here’s the draft investment committee memo. It covers the pricing move, competitive positioning, churn signal analysis, and a recommended action. I structured it for a 5-minute read with an executive summary up top.

New document created Investment memo 4 sections
  • doc memos/anthropic-ic-memo-may15.pdf created
What’s the latest on Mistral?

I found 3 entities matching “Mistral” in the coverage universe. Which one are you asking about?

Export the coverage data as JSON
Exported 5 entities · 87 fields

Here’s the structured coverage data. Includes entity metadata, latest signals, pricing, and coverage scores.

json
{ "entities": [ { "slug": "anthropic", "tier": "strategic", "coverage_score": 0.94, "signals_30d": 12, "pricing": { "enterprise": "$21/1M tokens", "managed_agent": "$0.168/1K tokens" }, "last_verified": "2026-05-14T18:32:00Z" }, // ... 4 more entities ], "exported_at": "2026-05-15T14:22:00Z", "total_fields": 87 }
Verify: Anthropic enterprise churn is under 2%
Verified against 4 sources

Fact-checked the claim. The enterprise churn figure is partially verified — one source confirms, two are directional but not specific, and one contradicts.

“Anthropic enterprise churn is under 2%”
verified Enterprise tier repriced +40% with minimal reported churn Reuters
partial “Low single-digit churn” cited but no exact figure given The Information
partial Customer survey: 92% renewal intent (directional, not actual) Bessemer BVP
contradicts Competitor report claims 5-8% switching to OpenAI enterprise Gartner
Alert me if OpenAI changes pricing
Monitor configured

Set up a pricing monitor for OpenAI. I’ll check their pricing page every 6 hours and alert you if any tier changes by more than 5%.

🕑
Monitor active: OpenAI pricing page
Frequency: every 6h · Threshold: >5% change · Alert: in-app + email
Next check: 2026-05-15 20:00 UTC
Give me the weekly coverage digest
Synthesized 14 signals across 5 entities
4 steps · 2.6s

Here’s your weekly coverage digest. TL;DR: Anthropic is the main story this week (pricing + enterprise traction). OpenAI has signal decay. Bug0 is the emerging competitive threat worth watching.

Weekly digest ready 5 entities 14 signals
  • doc digests/weekly-coverage-may12-18.pdf created
Wait — does the OpenAI price drop change the Anthropic competitive story?
Used context from 3 earlier messages

Based on the Anthropic pricing data we pulled earlier and the OpenAI alert — yes, Anthropic’s managed-agent tier at $0.168 is now more expensive than OpenAI’s updated mini tier at $0.15/1M. This reverses the competitive advantage we noted 10 minutes ago. I’d recommend updating the IC memo before it goes out.

to send
doc anthropic-signals-may14.pdf memos/

Coverage update for Anthropic generated from 5 active sources. Three material signals identified: enterprise tier repricing (+40%), Managed Agent tier launch (undercuts OpenAI by ~20%), and three new enterprise references confirmed via public filings.

Pricing Enterprise tier repriced +40% with minimal reported churn
Competitive Managed Agent tier at $0.168/1K undercuts OpenAI by ~20%
References +3 enterprise references confirmed in public filings (last 30d)
SEC EDGAR — quarterly filing, verified
Bloomberg Terminal — pricing data, live
PitchBook — enterprise references, updated 2h ago
Web search — 3 corroborating articles
Anthropic blog — official announcement, May 12
Generated: May 14, 2026 at 2:34 PM
Agent: Coverage orchestrator · 12 tool calls · 4.2s
Confidence: High (5/5 sources active, 3 corroborated)
Format: PDF · 2 pages · 4.1 KB
ent Anthropic entities/
Enterprise tier Standard pricing $0.168/1K tokens (+40% reprice)
Competitive Undercuts OpenAI by ~20% on Managed Agent tier
References +3 enterprise references (public filings, last 30d)
Legacy tier Deprecated May 1 — removed from active tracking
Founded 2021 · San Francisco
Stage Series D · $7.3B total raised
Coverage 5/5 sources active · last refreshed 2m ago
Enterprise tier repriced +40% with minimal churn signal
Managed Agent tier at $0.168/1K undercuts OpenAI by ~20%
Three new enterprise references confirmed in public filings
vis pricing-comparison.html artifacts/anthropic/
Source
Live preview
Agent Run Trace 16 steps · 4.4s · $0.05
Span
0s 1s 2s 3s 4.4s
Context loaded
0.3s
load_context48 src
claim_index312
Graph ctx cluster
0.2s
neighborhood34
attention_score13 vis
fork · 3 branches
Source scan 3 stale
1.1s
source_scan5 ent
refresh3 ok
refresh2 fail
Anthropic entity
2.2s
Research
0.6s
web_search$0.01
source_scan12 src
Cross-reference
0.4s
claim_verify8 claims
Extract
0.7s
signal_extract$0.02
entity_update
Verify
0.5s
Pricing comp
0.8s
Feature matrix
0.7s
join
IC memo $0.04
1.6s
Research
0.4s
web_search
Cross-ref
0.4s
cross_ref8 src
Draft
0.8s
draft_memo$0.03
Weekly digest email
0.6s
8 outputs 16 tool calls 4.4s wall clock $0.05 cost 2 failures

Inbox

53 items · 4 need action
4
Must clear
7
Prep
42
Batch / Defer
Now / Selected 91 strong
Anthropic partnership terms — board call Thu
Enterprise repricing changes the value prop for the agent integration deal. Board wants updated numbers before Thursday call.
Next: Open memo, model three scenarios (absorb / pass-through / renegotiate).
Why now? Thursday deadline, $1.2M ARR impact, board expects updated projections.
Signal match
Active deal, deadline-driven, revenue impact
active deal deadline
Evidence
3 public-source signals + internal cost model
verified
Calendar
Board call Thursday 2pm PT
Thu May 22, 2:00 PM
  1. 1 Now Anthropic partnership terms — board call Thu Open memo →
  2. 2 Now Series B term sheet from Sequoia — deadline Wed Draft reply →
  3. 3 Now Customer churn spike in SMB — 3 flagged accounts Research →
  4. 4 Now Bug0 dropped enterprise pricing to $199/seat Read brief →
  5. 5 Prep Board deck Q2 financials — CFO updated projections Review →
  6. 6 Prep Weekly hiring pipeline — 4 senior eng in final round Open report →
  7. 7 Check Patent filing status for agent orchestration — USPTO pending Check →
  8. 8 Report Customer feedback digest — NPS survey 340 responses Open report →
USER.md Your identity file · last edited 12m ago
# USER.md
## Identity
name: Homen Shum
role: Founder · Builder-analyst hybrid
background: Banking/finance + data engineering + agentic AI + product/UI
edge: Context ingestion → structure → execution
## Decision style
bias: Action over analysis. Ship → measure → iterate.
anti-pattern: Perfectionism disguised as rigor
reset-trigger: Spiraling, stuck choosing, doomscrolling
## Voice
tone: Direct, tactical, specific. Push back when rationalizing.
format: Prefer testable outputs — schemas, checklists, tables, runnable snippets.
length: Concise. No fluff. No motivational speech unless asked.
## Watchlist
entities: Anthropic, Sequoia, Bug0, OpenAI, Groq
topics: MCP protocol, agent benchmarks, enterprise AI pricing
competitors: Bug0, Canary, Pensieve
Runtime · How USER.md powers reports, chats, and agents
How NodeBench sees you
Founder / banker lens
Concise, evidence-led, report-first. Avoid generic corporate tone.
Existing runtime
5 active rules
Completion traceability, analyst diagnostic, self-direction, scenario testing, agentic reliability.
Report shaping
Evidence-first
Reports prioritize hard numbers, source citations, and falsifiable claims over narrative.
Integrations
HubSpot Connected
Notion Connected
Linear Available
Slack Available
Gmail Available
Plan + credits
Founder · $49/mo
8 paid calls used / 200
Active