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Resources
Editorial, research, and free tools for technical buyers.
Eight surfaces, all maintained by senior engineers and editorial standards that match analyst-grade publications. Free; most aren't gated.
- Surfaces
- 8 active
- Cadence
- Weekly + bi-weekly
- Gating
- Most not gated
Latest research
State of Enterprise AI 2026
Original survey-based research across 412 enterprise AI deployments. Industry breakdowns, deployment patterns, ROI benchmarks, and the gap between pilots and production.
Read the reportLatest engineering
Hybrid retrieval in production: dense + sparse + filters.
Pure-vector RAG is rarely the right answer at production scale. Here's the hybrid retrieval pattern we ship — dense embeddings + BM25 + metadata filters with reranking — and the failure modes it solves.
Read the postLatest blog
Why most enterprise AI demos never ship.
78% of enterprise AI projects don't reach production. The reason isn't model quality — it's the operating substrate. Eval, governance, and deployment topology decide who ships.
Read the postAll surfaces
Eight resource surfaces.
Each surface has its own editorial cadence and audience. Most are free and not gated; long-form research and reference architectures are gated under NDA for procurement reasons — not for marketing capture.
- 01
Engineering blog · 3
Technical writing by named senior engineers.
Real architectures, real trade-offs, real code. By engineers under their own bylines — not vendor evangelism.
Open the surface - 02
Blog · 6
Industry analysis, decision frameworks, how-tos.
Editorial writing on enterprise AI, custom software, platform engineering, and the operating discipline production engineering actually requires.
Open the surface - 03
Research · 1
Original survey-based enterprise benchmarks.
Independent research with disclosed methodology and published sample sizes. Built because the public discourse on enterprise engineering was missing the data.
Open the surface - 04
Whitepapers · 2
Reference architectures and engineering guides.
Decision frameworks for engineering leaders. Each paper documents the trade-offs we evaluate on real engagements.
Open the surface - 05
eBooks · 1
Field guides for enterprise leaders.
Practical playbooks for boards, CIOs, and engineering leaders charting AI, modernization, and platform programs.
Open the surface - 06
Webinars · 2
Working sessions with engineering leaders.
Live and on-demand sessions with the heads of CORTEX, NEXUS, FORGE, and CITADEL. Architecture reviews, post-mortems, field-tested patterns — not pitch decks.
Open the surface - 07
Podcast · 1
Conversations from the engineering floor.
Senior engineers, founders, and operators on the calls they wish they'd made differently — and the ones that worked.
Open the surface - 08
Free tools · 5
Interactive assessments, calculators, wizards.
AI Readiness, ROI Calculator, Legacy Modernization, LLM Wizard, Security Checklist. Output visible immediately — no email gate.
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Engineering writing, research summaries, and the occasional opinion. One email a week, easy to unsubscribe.