Research Briefs Index

last refreshed 2026-07-25 — 202 docs

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Trends

• [[2026-07-25-agent-memory-infra-commoditization]] — How fast is the agent memory infrastructure layer commoditizing (mem0, Letta, supermemory, agentmemory OSS), and does…
• [[2026-07-24-physical-ai-capital-cycle-phase2-analogs]] — Which physical AI companies (manufacturing sensors, warehouse automation, precision agriculture, industrial vision)…
• [[2026-07-21-memory-maker-fab-financing-supply-side]] — Do SK Hynix / Micron / Samsung fund the 2027-28 fab wave from FCF or external capital? Memory-maker (not hyperscaler)…
• [[2026-07-20-prompt-over-specification-capable-model-degradation]] — Is there published benchmarking that prompt over-specification degrades capable-model (Fable/Opus-tier) output versus…
• [[2026-07-20-deskless-worker-identity-agent-distribution]] — What are the dominant enterprise identity and agent-distribution patterns for reaching deskless workers who lack…
• [[2026-07-19-kimi-k3-compute-moat-open-weights-parity]] — Is the compute moat actually cracking? Map Kimi K3's July 2026 benchmark wins against closed frontier models (Fable 5,…
• [[2026-07-15-public-channel-agents-vs-dm-mode]] — Beyond Shopify's River, which companies have shipped agents that refuse DMs and force public channels — and what's the…
• [[2026-07-15-capex-financing-layer-as-memory-cycle-phase-marker]] — What is the actual capex-financing signal in hyperscalers issuing equity near all-time highs (Alphabet's $80B raise) —…
• [[2026-07-03-cxmt-dram-capacity-memory-oligopoly-risk]] — What is CXMT's current DRAM production capacity, yield rate, and timeline to HBM production — and how likely is their…
• [[2026-07-02-queue-jsonl-task-distribution-primitive-spec]] — What queue.jsonl / task-distribution primitive should RDCO standardize for pipeline-* fan-out, including per-task…
• [[2026-06-28-chip-memory-cycle-phase2-phase3-indicators]] — What are the concrete leading indicators that mark the chip/memory capital cycle's Phase 2→Phase 3 transition (HBM/DRAM…
• [[2026-06-27-ndaa-replicator-budget-contractors]] — What is the NDAA Replicator program's actual FY25-FY26 obligated budget, the prime/sub contractor list with public…
• [[2026-06-26-cortex-search-compression-strategies]] — What concrete compression strategies (PCA, PQ/IVFPQ, scalar quantization, Matryoshka embeddings) does Snowflake Cortex…
• [[2026-06-24-databricks-lakehouse-rt-poor-candidate-workloads]] — Which data serving workloads are poor candidates for Databricks Lakehouse//RT (Reyden engine), and what is the…
• [[2026-06-20-bookstores-for-agents-2026-live-comps]] — Who is building 'bookstores for agents' in 2026 — agent-native content and tool distribution — and what business models…
• [[2026-06-17-agentforce-flex-credits-consumption-pricing]] — What exactly are Salesforce Agentforce 'Flex Credits,' how do per-conversation vs per-action vs token pricing tiers…
• [[2026-06-15-fpa-ir-tooling-gaps-managed-reporting-wedge]] — What specific software tools and workflow gaps are consolidating across FP&A and IR functions in 2026, and which gap is…
• [[2026-06-14-salesforce-agentforce-strategy]] — What is Salesforce's actual Agentforce strategy — headless-backend pivot or UI reskin, and which verticals pilot at…
• [[2026-06-14-open-ended-output-verifier]] — What automated verifier design (LLM-as-judge / rubric / pairwise) is reliable enough to gate /improve skill-edits on…
• [[2026-06-04-a2a-protocols-beyond-mcp-rdco]] — What's the current state of agent-to-agent (A2A) protocols beyond MCP — specifically Google's A2A, Pi-to-Pi…
• [[2026-05-27-claude-config-portability-across-runtimes]] — How portable is RDCO's ~/.claude/ skill + harness config across runtimes (xAI Grok Build, Codex, Cursor) in practice —…
• [[2026-05-26-pqc-migration-beneficiary-table]] — Which PQC-migration beneficiary names (CrowdStrike CRWD, Cloudflare NET, Palo Alto Networks PANW, Thales) capture the…
• [[2026-05-24-spcx-ipo-retail-allocation-comparable-historicals]] — What's the typical retail-allocation percentage, first-day pop, and 30-day price action for $250B+ IPOs over the last…
• [[2026-05-24-quantum-computing-2026-milestone-thresholds]] — What 2024-2026 quantum-computing commercial milestones (qubit-count, gate-fidelity, useful-algorithm-benchmark) would…
• [[2026-05-21-enterprise-ai-agent-deployment-paths]] — Where is enterprise AI agent deployment landing in 2026 — internal IT-built vs vendor-built vs consultancy-built — and…
• [[2026-05-20-multi-agent-fanout-architectural-patterns]] — What architectural patterns let Cloudflare Glasswing and Every's software factory run 50-100 concurrent narrow agents…
• [[2026-05-19-dpa-title-iii-critical-minerals-beneficiaries]] — DPA Title III obligations to US critical minerals — FY24–FY26 named beneficiaries
• [[2026-05-18-low-ticket-dev-tool-launch-friction]] — Buyer-Onboarding Friction Profile — Low-Ticket ($150–$500) Developer-Tool Products on Gumroad / Lemon Squeezy / Paid…
• [[2026-05-18-hbm3e-hbm4-capacity-timeline-phase-b-end]] — What's the precise expected capacity-online timeline for SK Hynix HBM3E/HBM4 (M16 fab), Samsung HBM, and Micron HBM…
• [[2026-05-09-geo-citation-business-outcome-evidence]] — Beyond Princeton's GEO-bench paper, what's the actual measured business-outcome evidence that LLM citations (in Claude…
• [[2026-04-25-saas-death-thesis-vault-synthesis]] — What does the vault have on the "SaaS in current form will be dead within 5 years" thesis, including outcome-economy…

Strategy

• [[2026-07-25-portable-agent-memory-standard]] — Has OpenAI, Anthropic, or any open-source project (mem0, MCP memory extensions) proposed a cross-harness standard for…
• [[2026-07-24-sp-megacap-gaap-profitability-spcx-eligibility]] — What exact financial-viability / GAAP-profitability language did S&P adopt in the 2026-05-28 megacap consultation…
• [[2026-07-24-seven-figure-operator-analog-sequences]] — Which 4-6 operators (Cedric Chin, Ayman Al-Abdullah, Packy McCormick, Dru Riley, Greg Isenberg, Tiago Forte, others?)…
• [[2026-07-23-solo-operator-agent-fleet-org-shape-moat]] — What is the equivalent of Jaya Gupta's 'organizational shape as moat' when the company is N=1 founder + a fleet of…
• [[2026-07-21-anthropic-plugin-marketplace-brigade-strategy]] — What is Anthropic's current strategic direction for its plugin/MCP marketplace (based on July 2026 signals), and how…
• [[2026-07-19-constitution-or-collapse-citation-verification]] — Verify the "Constitution or Collapse?" citation (arXiv 2504.04918, attributed to Bai et al.) — is it real, and does the…
• [[2026-07-18-cfo-scope-management-solo-founder-multi-surface]] — What CFO scope-management frameworks (per CFO Secrets 'too big to fail') translate to a solo-founder operator running…
• [[2026-07-17-hu-manity-co-burn-milestone-autopsy]] — What did Hu-manity.co's $5.5M actually buy? Failure-mode autopsy of burn-rate vs milestone-achievement curve 2018-2024…
• [[2026-07-17-anthropic-cert-public-coverage-gap]] — What % of the Anthropic Partner Network certification curriculum is covered in publicly-accessible Anthropic surfaces…
• [[2026-07-16-sc-raydata-co-crawler-audit]] — Same crawler audit against sc.raydata.co — different Cloudflare Pages project, possibly different defaults.
• [[2026-07-16-constitutional-ai-v2-reward-shaping]] — What does Constitutional AI v2 (or successor work post-2024) reveal about prompt-space reward shaping that differs from…
• [[2026-07-14-openai-workspace-agents-vs-claude-moat-layer]] — If OpenAI Workspace Agents and Claude Code converge on agent primitives, does RDCO's moat shift entirely to the skills…
• [[2026-07-14-gbrain-adopt-port-build-tradeoff]] — Should RDCO adopt Garry Tan's GBrain directly, port concepts to our existing skill registry, or build our own…
• [[2026-07-12-spcs-app-runtime-enablement-partner-managed]] — What is the SPCS App Runtime enablement process for Snowflake accounts managed by a partner like phData, and can a…
• [[2026-07-12-phenom-people-spa-architecture-monitoring]] — How does Phenom People's SPA architecture serve enterprise job postings, and reliable ways to monitor it for…
• [[2026-07-11-compute-as-commodity-basket]] — Which tradable instruments give the best long-only exposure to the compute-as-commodity thesis?
• [[2026-07-09-phdata-consultants-solo-transition-triggers]] — Which 5-8 phData consultants who left for solo / boutique consulting between 2022-2026 are documented publicly, what's…
• [[2026-07-08-cortex-sense-semantic-layer-wedge-caf]] — Does Snowflake's new Cortex Sense layer absorb or diminish phData's 'build the semantic model once' delivery wedge, and…
• [[2026-07-08-cortex-agent-cowork-skill-native-publish]] — Can a phData-built Cortex Agent be natively published as a CoWork Skill so business users discover it inside the CoWork…
• [[2026-07-07-snowflake-intelligence-vs-cortex-ai-boundary]] — What is the actual product boundary and feature split between Snowflake Intelligence and Cortex AI as of mid-2026?
• [[2026-07-07-dram-hbm-phase2-phase3-early-signals]] — What are the 3-5 most concrete early-signal metrics that would indicate a Phase 2 → Phase 3 transition in the DRAM/HBM…
• [[2026-07-07-claude-skill-count-degradation-skill-packs]] — What does the evidence say about Claude's 20-50 simultaneous skill degradation threshold, and what are the best…
• [[2026-07-06-patient-side-cac-data-sovereignty-care-brand]] — What's a realistic patient-side acquisition cost for a data-sovereignty-first care brand?
• [[2026-07-05-brigade-skills-snowflake-cortex-code]] — Can Brigade skills/plugins actually run inside Snowflake Cortex Code, and what does the packaging support look like?
• [[2026-07-05-autoinv-cpcv-vs-walk-forward-confirm-stage]] — Should the autoinv confirm stage run CPCV in addition to anchored walk-forward, or instead of it?
• [[2026-07-05-amazon-a-plus-premium-per-brand-vs-per-seller]] — If Amazon's '5 approved A+ projects' Premium threshold returns, is the count per-Brand-Registry-brand or…
• [[2026-07-04-substack-ghost-permalink-redirect-plan]] — What's the concrete 301-redirect plan for Substack /p/ permalinks in the Sanity Check Substack-to-Ghost migration?
• [[2026-07-04-anthropic-max-plan-tos-productized-agentic-use]] — What does Anthropic's Max plan ToS say about productized/agentic vs personal use, and are there documented…
• [[2026-07-03-verify-skills-pass-disagreement-audit]] — Across the seven verify-* skills, where has the founder disagreed with a PASS verdict in the last 60 days, and what are…
• [[2026-07-02-claude-sandboxes-security-pricing-vs-rdco-substrate]] — What is the security model and pricing of Anthropic Claude Sandboxes, and does it replace, complement, or compete with…
• [[2026-06-28-productized-consulting-scalable-anchor-transition]] — Which productized consulting firms have successfully transitioned from project-based to scalable-anchor revenue, and…
• [[2026-06-27-patient-data-sovereignty-competitor-pivot-v2]] — Should the May 11 patient-data-sovereignty competitor-scan get a v2 close-out brief documenting the three-competitor…
• [[2026-06-27-kdp-a-plus-content-brand-registry-squarely]] — What are the specific mechanics and eligibility requirements for Amazon A+ Content on KDP puzzle books — does Brand…
• [[2026-06-26-strategy-discovery-loop-architecture]] — What's the canonical architecture for a systematic-strategy discovery loop — candidate generation → walk-forward…
• [[2026-06-25-kdp-a-plus-premium-tally-brand-registry-carryover]] — Do KDP-author A+ submissions count toward the '5 approved A+ projects' Premium A+ Content tally if Squarely later…
• [[2026-06-25-fde-proof-point-positioning-signal-instrumentation]] — What single measurable positioning signal should instrument the FDE proof-point bet so its feedback loop closes?
• [[2026-06-25-conviction-pipeline-aggregation-method-audit]] — Does the RDCO /decisions/ conviction pipeline currently collapse panel probabilities with median, arithmetic mean, or…
• [[2026-06-24-squarely-baseline-marks-status-reverification]] — Are the two 2026-04-25 baseline 'Squarely' marks (SQUARELY STYLISH / SQUARELY NATURAL) still in the same DEAD/LIVE…
• [[2026-06-24-anthropic-tiger-team-partner-model]] — What does Anthropic's Tiger Team partner model require of designated SIs, and which data-consulting firms have publicly…
• [[2026-06-23-squarely-ios-brand-registry-trademark-timing]] — When Squarely iOS launches and adds a Seller Central presence, does that change the Brand Registry calculus and…
• [[2026-06-23-phdata-confidentiality-redaction-checklist]] — A reusable confidentiality pre-flight redaction checklist gating all phData-derived public content - what goes in it?
• [[2026-06-20-squarely-common-law-priority-vs-hex-tree]] — Does RDCO's first use in commerce (Squarely KDP books, 2023) predate Hex Tree's 2025 Steam game enough to give senior…
• [[2026-06-20-conviction-score-binary-collapse-point]] — Where in the /decisions/ pipeline should a multi-agent conviction score's probability distribution be preserved versus…
• [[2026-06-19-squarely-trademark-clearance-search]] — Has any third party filed a 'Squarely'-adjacent mark in IC 009/016/028/041 since the 2026-04-25 vault search?
• [[2026-06-19-phdata-experiment-fde-positioning-proof-point]] — Should the phData experiment be written up as the FDE-positioning proof point (first 2nd-agent deployment +…
• [[2026-06-19-kdp-premium-a-plus-eligibility]] — Does building 5+ approved KDP A+ projects start the clock toward Premium A+ eligibility independent of Brand Registry,…
• [[2026-06-18-snowpro-genai-specialty-c02-exam-structure]] — From the auth-gated official SnowPro GenAI Specialty (C02) study guide, confirm the exact domain count and weights,…
• [[2026-06-18-probability-aggregation-scoring-rules-panel]] — Is there a deterministic / market-mechanism aggregator (proper scoring rule, log-opinion-pool) that beats naive median…
• [[2026-06-17-snowpro-genai-specialty-c02-exam-study-path]] — What are the SnowPro GenAI Specialty (C02) exam domain breakdown, weighting, and recommended 10-week study path for a…
• [[2026-06-17-multi-tenant-governance-shared-vector-store]] — For a phData client intelligence layer (call transcripts, D&B/PitchBook data), what multi-tenant data governance…
• [[2026-06-16-multi-agent-ensembles-conviction-calibration]] — Does published work on agent ensembles / debate / market mechanisms recover expert-level calibration where single LLMs…
• [[2026-06-16-mac-challenge-vs-drip-completion-format]] — Drip vs all-at-once vs challenge format for MAC: which maximizes completion given email-native delivery, and should MAC…
• [[2026-06-15-kdp-brand-registry-a-plus-content-squarely]] — Does KDP-originated partial Brand Registry (the A+ skeleton already present on the three Squarely books) provide any A+…
• [[2026-06-14-lumibot-spike-feasibility]] — Lumibot Strategy-subclass spike — can one autoinv strategy be reproduced in Lumibot's backtest within noise to…
• [[2026-06-13-squarely-uspto-trademark-filing-strategy]] — What is the optimal USPTO trademark filing strategy for 'Squarely' as a puzzle game brand — which Nice…
• [[2026-06-13-managed-ai-data-services-pricing-models]] — What pricing models are emerging for managed AI/data services in 2026 — fixed monthly retainer vs usage-based vs…
• [[2026-06-13-low-ticket-digital-product-failure-modes]] — What's the canonical failure-mode set for low-ticket digital products at the $50-200 price point — what kills the 90%+…
• [[2026-06-12-agentic-targeting-conviction-calibrated-confidence]] — Can an agentic targeting system provide conviction for human decision-makers in un-instrumented situations, or does…
• [[2026-06-11-phdata-anthropic-partner-tier-cert-leverage]] — What is phData's current Claude/Anthropic Partner Network tier, and how many certified practitioners is it short of the…
• [[2026-06-11-high-reliability-acceptance-gates-agent-contracts]] — How do high-reliability fields (aviation certification, nuclear, clinical trials, shipbuilding sea-trials) structure…
• [[2026-06-10-multi-agent-resumability-checkpointing-caf]] — How do production multi-agent frameworks (LangGraph, CrewAI, AutoGen, Anthropic's multi-agent research system)…
• [[2026-06-10-claude-code-plugin-private-distribution]] — How are teams distributing proprietary Claude Code plugins via private marketplaces (Bitbucket / self-hosted git) —…
• [[2026-06-09-consultancy-partnership-tracks-velocity]] — How do data/AI consultancies structure technology-partnership tracks (Snowflake, Anthropic, Databricks), and what…
• [[2026-06-07-solo-fde-contract-structures]] — What contract structures (outcome-based, retainer, milestone) let a solo forward-deployed AI engineer de-risk the buyer…
• [[2026-06-07-agent-write-action-gating-patterns]] — What are the established patterns for gating an always-on agent's write/send actions (human-in-the-loop,…
• [[2026-06-04-harness-patterns-ray-to-phdata-work-agent]] — Which reusable agent-harness patterns transfer from building Ray (the RDCO COO agent) to standing up a second agent…
• [[2026-06-03-parallel-agent-fde-capacity]] — Does running multiple Claude Code agents in parallel (OpenAI's "user-as-orchestrator" finding — ~50% of users run…
• [[2026-06-03-fde-retainer-monthly-delivery-model]] — When an FDE (fractional data engineer) pilot converts to a ~$15K/mo retainer, what concrete delivery artifacts does the…
• [[2026-06-02-fde-retainer-band-pricing]] — Retainer band-setting: what monthly retainer do comparable embedded/fractional-senior services (fractional CTO,…
• [[2026-06-01-phdata-dlp-governance-gate-personal-ai-agent]] — What data-governance / DLP controls does a data consultancy (phData-class) typically require before sanctioning a…
• [[2026-06-01-ensemble-admission-correlation-threshold]] — Correlation-threshold rule for ensemble admission: when are two systematic strategies 'independent enough' to diversify…
• [[2026-06-01-cpcv-deflated-sharpe-autoinv-validation]] — CPCV in autoinv: how does combinatorial purged cross-validation concretely implement in validation.py, and what's the…
• [[2026-05-31-fde-scoping-pricing-vs-ai-consultant-framing]] — How are "forward-deployed engineer" roles actually scoped and priced (Palantir origin → 2026 AI-startup adoption), and…
• [[2026-05-31-ensembles-systematic-trading-overfitting]] — Do ensemble methods (combining multiple weak strategies) actually reduce overfitting risk in systematic trading, or do…
• [[2026-05-29-spine-as-a-service-productized-conversion-playbook]] — Spine-as-a-Service - productize RDCO's services-wedge conversion playbook as a 6-month engagement sold TO other small…
• [[2026-05-29-fde-search-share-baseline]] — Search-share baseline (Google Trends + Google search snapshot) on "fractional FDE," "fractional forward-deployed…
• [[2026-05-28-service-book-rollup-agent-first-conversion]] — Is a "service book" variant (buy a tiny agency / done-for-you retainer book, convert delivery agent-first) a better…
• [[2026-05-27-forward-deployed-engineer-pricing-rdco-framing]] — How are 'forward-deployed engineer' roles actually scoped and priced (Palantir origin → 2026 AI-startup adoption), and…
• [[2026-05-27-agent-first-saas-rollup-unit-economics]] — What's the actual playbook + unit economics of the agent-first SaaS-rollup pattern (Bending Spoons / Ryan Cohen model)…
• [[2026-05-26-x402-mpp-monetizable-endpoints-ranked]] — Which specific endpoint categories (real-time market data, structured-research APIs, compute-on-demand,…
• [[2026-05-26-usdc-custody-income-classification-legal-frame]] — Is there a 'qualified custodian' or commercial-vs-investment-income classification question for an LLC treating USDC…
• [[2026-05-25-sp-mirrors-nasdaq-index-rule-base-rate]] — What's the historical adoption rate when S&P 500 index methodology consultations propose to mirror Nasdaq rule changes…
• [[2026-05-25-fincen-bsa-llc-x402-usdc-micropayments]] — What are the FinCEN and Bank Secrecy Act reporting thresholds and obligations for a Wyoming or Delaware LLC receiving…
• [[2026-05-23-improve-cron-design-spec]] — Set up a /improve cron - monthly sample-and-regrade pass over each verify-* axis (10% of PASS verdicts re-graded by…
• [[2026-05-22-reward-hacking-patterns-llm-critic-systems]] — What reward-hacking patterns have been observed in iterative LLM-critic systems (Self-Refine, CAI, RLAIF) where the…
• [[2026-05-22-alpaca-paper-trading-harness-library-comparison]] — What's the simplest Alpaca-Python paper-trading harness for phase-marker-based entry/exit rules on equity positions,…
• [[2026-05-21-mcp-vs-cli-agent-native-interface-task-class]] — MCP vs platform-vendor CLI — which agent-native interface wins for which task class?
• [[2026-05-20-phdata-cortex-agents-practice]] — What does phData's Snowflake Cortex Agents practice actually deliver to enterprise customers in 2026 — what are the…
• [[2026-05-20-operator-farewell-cycle-playbook]] — What's the playbook for monetizing an operator's farewell-cycle reputational capital — specifically, how do exiting…
• [[2026-05-18-raydata-co-crawler-status-9day-check]] — What do GPTBot, ClaudeBot, and PerplexityBot logs actually show for raydata.co — is the site being crawled, at what…
• [[2026-05-18-mac-platform-comparison-stripe-vs-ls-vs-gumroad]] — Stripe direct vs Lemon Squeezy vs Gumroad for MAC $350 dev-tool launch
• [[2026-05-11-naval-compounding-relationships-cadence]] — What does Naval's "compounding relationships" pillar actually require in cadence terms — and is RDCO's current…
• [[2026-05-11-data-infra-closed-loops-deployment-telemetry]] — Outside robotics, which data-infrastructure companies have built closed loops where deployment telemetry trains the…
• [[2026-05-11-cloudflare-tunnel-security-mac-mini]] — Production-tested security model for exposing the Mac mini behind Cloudflare Tunnel + Access for hq.raydata.co — token…
• [[2026-05-10-healthcare-outcome-procurement-pioneering-provider]] — Healthcare outcome procurement + patient-data-sovereignty wedge for a pioneering provider in 2026-2027
• [[2026-05-10-agent-harness-landscape]] — Agent harness landscape - universal layer + personal-fit layer + bootstrap floor for each player
• [[2026-05-09-raydata-co-bot-crawler-logs]] — What do GPTBot, ClaudeBot, and PerplexityBot logs actually show for raydata.co — is the site being crawled, at what…
• [[2026-04-24-universal-commerce-protocol]] — What is the Universal Commerce Protocol (UCP), who controls it, and what does its standardization bet mean for RDCO's…
• [[2026-04-22-publishing-for-agents-spec]] — What does the emerging 'publish for agents' pattern look like in practice, and what should raydata.co implement?
• [[2026-04-22-agent-seo-state-of-the-discipline]] — What's the current state of Agent SEO / GEO as a discipline — naming, techniques, evidence base, tooling, and credible…
• [[2026-04-19-newsletter-platform-sanity-check-v3]] — Which newsletter platform (Substack vs Ghost vs Beehiiv vs ConvertKit/Kit) best fits a Sanity Check v3 revival…

Competitor

• [[2026-08-01-above-the-platform-tier-corroboration]] — Is the $15K-$30K 'above the platform' tier still sourced to only the one Build to Thrive article (issue 348, May 2026)?…
• [[2026-07-25-thoughtworks-aiworks-market-tier]] — Is Thoughtworks AI/works sold to the mid-market, or is it enterprise-only? If enterprise-priced, CAF's seam is…
• [[2026-07-23-executable-agentic-info-product-pricing-scan]] — What are buyers actually paying for executable / installable / agentic info-products in 2026 — concrete pricing,…
• [[2026-07-23-above-the-platform-retainer-tier-named-list]] — Who specifically is in the 'above the platform' $15K-$30K/month retainer tier today, by name, beyond Corey Ganim and…
• [[2026-07-18-capital-rx-reverse-lilly-relationship]] — Does Capital Rx Rx Reverse (Virta + Capital Rx pharmacy benefit co-product) have any direct relationship with Lilly? If…
• [[2026-07-17-mental-models-product-market-gap]] — What's the existing mental-models-as-product market — Farnam Street ($499 Decision Academy), Tiago Forte (Building a…
• [[2026-07-15-agentic-assessment-framework-competitive-landscape]] — How do other consultancies / AI firms structure agentic 'assessment-to-build' frameworks versus phData's CAF, and what…
• [[2026-07-13-cms-access-accepted-applicants-roster-3leg-scan]] — Pull the full CMS ACCESS Model accepted-applicants roster and check the unnamed ~100 against the DS+VBC+PI 3-leg…
• [[2026-07-13-agent-builder-payment-brokering-platforms-2026]] — Which agent-builder platforms beyond Coinbase Base are converging on payment-brokering in 2026, their settlement…
• [[2026-07-12-data-observability-cross-system-reconciliation-vs-mac]] — Have Monte Carlo, Bigeye, or Sifflet shipped an explicit cross-system reconciliation primitive in H1 2026, and how does…
• [[2026-07-11-embleema-vbc-integration-check]] — Embleema ground truth — did they add VBC-contract integration in the last 12 months?
• [[2026-07-09-specialist-consultancies-ai-agent-positioning]] — Specialist data-team consultancies above phData's tier (Slalom, West Monroe, RGP, AIM) — each one's stated AI /…
• [[2026-07-09-patient-data-rights-startups-2024-2026-scan]] — 2024-2026 patient-data-rights startups not on the May 11 radar — Crunchbase-style scan for founded 2024-2026 in patient…
• [[2026-07-08-cowork-industry-plugins-vs-caf-delivery]] — Where does Snowflake's packaged CoWork industry plugins (finance, sales, HR) collide with phData's CAF custom-delivery…
• [[2026-07-06-lead-eom-py2026-patient-data-sovereignty-competitor-rubric]] — Do the LEAD Model and EOM PY2026 accepted-applicant lists contain any 3/3 (DS + VBC + PI) patient-data-sovereignty…
• [[2026-07-06-aledade-partner-terms-access-model]] — Aledade-as-partner deep-dive - pricing, partnership terms, and requirements for a co-applicant or…
• [[2026-07-04-enterprise-agent-roles-vs-agent-pets-default]] — Are Agentforce / Copilot / Workspace shipping agent-roles (shared, central) or agent-pets (per-employee) by default in…
• [[2026-06-28-snowflake-si-cortex-positioning-caf-gap]] — How do major Snowflake SI partners (Slalom, Accenture, Deloitte) position their Cortex AI/Intelligence offerings for…
• [[2026-06-07-ai-workforce-positioning-map]] — Who is publicly positioning around "AI workforce" / "agents-as-employees" as of mid-2026 (vendors, consultancies,…
• [[2026-05-29-utsubo-forward-deployed-studio-competitive-read]] — Direct competitive read on Utsubo's "Forward Deployed Studio" — actual portfolio, pricing leaks, any data-team-specific…
• [[2026-05-28-openexo-rewrite-vs-rdco-agent-deployer]] — How does OpenExO's productized 90-day "REWRITE" digital-twin engagement (batches of 10-20 enterprises) compare to…
• [[2026-05-28-fractional-fde-service-whitespace-check]] — Is anyone publicly selling a fractional / outside-vendor FDE service (vs hiring FDEs as employees)? Confirm the vendor…
• [[2026-05-24-openai-workspace-agents-vs-claude-substrate-30day-check]] — Is OpenAI now a real Claude alternative for the autonomous-COO substrate role, or is GPT-5.5 + Workspace Agents a…
• [[2026-05-24-health-wizz-status-rescore]] — Health Wizz status check — re-score against 3-leg (DS + VBC + PI) rubric. Scored 1.5/3 on May 11 (data-broker shape).
• [[2026-05-24-data-team-solo-operator-competitor-confirm]] — Does any solo-operator publicly publish data-team-specific case studies (vs generalist ops audits)? If yes, that's the…
• [[2026-05-23-picnichealth-thumbprint-vbc-trajectory]] — PicnicHealth ThumbPrint commercial trajectory. Mar 2026 launch is recent - if uptake is fast on the life-sciences side,…
• [[2026-05-23-agent-deployer-competitor-pricing-scan]] — Who else is positioning around 'agent-deployer' or 'AI consultant for data teams' framing in 2026, and what are their…
• [[2026-05-22-embleema-status-check-2026]] — Embleema status check — re-score against 3-leg (DS + VBC + PI) rubric. Scored 2/3 in form, 0/3 in outcome-tied…
• [[2026-05-19-aledade-patient-incentive-integration]] — Aledade + patient-incentive integration. Has Aledade ever piloted patient-side savings-share inside any of its 150+ VBC…
• [[2026-05-18-hu-manity-co-zombie-status]] — Hu-manity.co status. Live or zombie? If live with new 2026 product, re-score. If zombie, the cautionary tale is sharper…
• [[2026-05-18-cms-access-approved-applicant-roster]] — CMS ACCESS approved-applicant roster. When does the full participant list publish, and does any 3/3 competitor exist…
• [[2026-05-11-patient-data-sovereignty-competitor-scan]] — Is any 2026 startup already targeting the patient-data-sovereignty + outcome-procurement wedge as framed in the…
• [[2026-05-11-data-quality-acceptance-frameworks-vs-mac]] — What published data-quality acceptance frameworks exist beyond Great Expectations and dbt-expectations (Soda, Monte…
• [[2026-04-19-mac-vs-published-data-quality-frameworks]] — What published data-quality acceptance frameworks exist beyond Great Expectations and dbt-expectations, and how do…

Niche

• [[2026-07-19-midmarket-variance-analysis-data-inputs]] — What are the standard data inputs, formats, and variance category taxonomies that mid-market finance teams ($50M–$500M…
• [[2026-07-18-virta-covered-lives-tracker-data-source]] — Set up a Virta covered-lives + ASO/Medicare partnership tracker for the LLY-longevity-v1 quarterly review. Cleanest…
• [[2026-07-14-amazon-puzzle-book-buyer-conversion-mechanics]] — What specific Amazon search and browse mechanics convert puzzle-book buyers in 2026 for indie KDP titles in the 1-2…
• [[2026-07-03-smb-predictive-maintenance-unit-economics]] — What are the actual unit economics of SMB-tier predictive-maintenance / retrofit instrumentation businesses...
• [[2026-07-02-hipaa-ambient-ai-independent-medical-practices]] — What does HIPAA-compliant ambient AI for independent medical practices actually require to ship, and which vendors have…
• [[2026-06-05-compliant-work-agent-productizable]] — Is there a productizable "compliant work-agent setup" offering for knowledge workers at confidentiality-sensitive…
• [[2026-05-25-virta-health-5yr-cohort-reversal-durability]] — Virta Health 5-year cohort reversal-rate data — does the durability hold above 50% at year-5, or drop below 30%?…
• [[2026-05-24-virta-health-payer-contracts-lly-thesis-input]] — What's the structure of Virta Health's payer contracts (capitation vs shared-savings vs PMPM vs outcomes-based), how…

Content

• [[2026-07-13-mg-consulting-contract-ip-ownership-methodology]] — What does the MG consulting-services contract say about IP ownership for "methodology developed during engagement"?
• [[2026-07-11-monte-carlo-ai-observability-vs-mac]] — Does Monte Carlo's 2026 AI+Data Observability close the MAC reconciliation gap or just add Temporal-axis cells?
• [[2026-06-26-five-pillars-incompleteness-mac]] — Sanity Check piece on why the "five pillars" (freshness/volume/schema/distribution/lineage) industry consensus is…
• [[2026-06-16-position-disclosure-ic-memo-lead-magnets]] — What are the position-disclosure obligations for content (IC-memo lead magnets) covering a name in which RDCO holds an…
• [[2026-06-12-anonymized-client-case-study-shape]] — Minimum-viable artifact shape (length, format, citation density) for an anonymized client case study that establishes…
• [[2026-06-12-2026-2027-ipo-pipeline-lead-magnet]] — Realistic 2026-2027 IPO pipeline across AI/space/data-infra names, and which make the strongest junior-analyst IC-memo…
• [[2026-05-21-mammoth-client-field-study-feasibility]] — Is there an existing Mammoth Growth client engagement (Progress, Nutrafol) that could anonymize into a serialized field…
• [[2026-05-18-mac-matrix-downloadable-template-status]] — Where does the MAC matrix template currently live as a downloadable artifact? Is the friction to spin it up as a…
• [[2026-05-11-sc-dbt-models-tickered]] — When code becomes abundant, does judgment (MAC-shaped) become the new scarce premium for dbt-class outputs? And does…
• [[2026-05-11-sc-cto-ic-ladder-inversion]] — How does GPT 5.5-class capability invert the CTO-IC ladder, and is RDCO's lived experience the load-bearing evidence…
• [[2026-05-11-practitioner-newsletter-acquisition-tactics]] — How do practitioner-journal newsletters acquire the specific "one-rung-down operator" persona — what discovery channels…

Leads

• [[2026-06-23-fde-risk-reversal-offer-design]] — Risk-reversal offer design: which continuity guarantee most efficiently neutralizes the solo bus-factor objection…
• [[2026-06-03-cfo-economic-buyer-fde]] — Is the CFO (not the Director/VP-Data) the better economic buyer for RDCO's first FDE engagements, and if so what does…
• [[2026-06-02-first-touch-offer-data-buyer]] — Highest-converting first-touch offer (audit / teardown / pilot) for the Director-VP-Data buyer, given the solo-operator…
• [[2026-05-31-agent-deployer-buyer-mapping]] — Map the buyer-side of "agent-deployer for data teams" by name: ~10 director/VP-Data folks who could realistically be…
• [[2026-05-30-solo-vs-studio-fde-buyer-perception]] — Solo-vs-studio buyer-perception test for fractional FDE positioning
• [[2026-05-30-fde-capture-vs-create-demand]] — FDE capture-vs-create demand: is there existing search demand for "forward deployed" data services?

Other

• [[2026-07-22-hq-raydata-co-access-policy-verification]] — Is the live hq.raydata.co Access policy literal-email or domain? — quick check, then either close or fix.
• [[2026-07-22-florida-ae-zone-insurance-repricing-tampa]] — How has the Florida coastal homeowners-insurance market re-priced for AE-zone properties in Tampa specifically…
• [[2026-07-22-ae-zone-elevation-cost-premium-tampa]] — What's the all-in cost premium (per sqft) for elevating a new-build single-family home in FEMA AE zone Tampa coastal…
• [[2026-07-21-akta-monid-tos-data-output-rights]] — Do Akta's and Monid's terms of service permit using their data outputs in client-facing deliverables and derivative…
• [[2026-07-20-tirzepatide-allopurinol-gout-maintenance-monitoring]] — On established allopurinol plus ongoing tirzepatide, what do the GLP-1/urate interaction mechanisms and the guideline…
• [[2026-07-16-fat-cat-board-router-token-scope]] — Is the Fat Cat board-router service token scoped per-app or zone-wide?
• [[2026-06-18-tirzepatide-uric-acid-longitudinal-trajectory]] — What does the longitudinal serum uric acid trajectory look like during sustained tirzepatide-driven weight loss —…
• [[2026-06-15-tirzepatide-uric-acid-gout-flare-window]] — What does the current evidence say about tirzepatide's effect on serum uric acid levels during rapid weight loss — is…
• [[2026-04-28-snowflake-enterprise-knowledge-management]] — What does Snowflake recommend for enterprise knowledge management?
• [[2026-04-19-lia-dibello-academic-papers]] — What are Lia DiBello's primary academic papers on cognitive task analysis and business-expertise simulation training,…

Uncategorized

• [[2026-05-24-sec-ipo-index-inclusion-rule-changes]] — SEC / index-inclusion rule change verification
• [[2026-05-19-cai-critic-graduation-per-axis-threshold]] — At what per-axis label volume do Constitutional-AI-shaped critics in production safely graduate from human-labeled to…