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Self-Hosting Kimi K3: The Math

Moonshot's K3 weights land July 27. The buy vs rent vs API math for running an Opus 4.8-class model yourself: $400K to first token, and where it breaks even.

Article
AI Infrastructure
LLMs
Open Models
Self-Hosting
Enterprise
Economics
Kimi K3
Jul 2026
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Marko Markdown editor

A beautiful Markdown editor for macOS WYSIWYG, live-preview & raw in one window. Built in a weekend, now in alpha.

Product
Markdown
macOS
Desktop App
Electron
Mermaid
Pandoc
Alpha
Jun 2026
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Document Intelligence: Architecture Options Compared for PDF Financial Data Extraction

I tested 14 different approaches to extract structured financial data from PDFs. Most of them were bad. Here's what actually works and what absolutely doesn't.

Article
AI
PDF
Architecture
Financial Data
LLMs
Dec 2025
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Production-ready Google Drive + OneDrive/SharePoint Sync and Write-back

I evaluated 17 vendors, survived the CASA gauntlet, and mapped every constraint so you don't have to. Here's what actually works.

Article
Cloud Storage
Architecture
OAuth
Google Drive
OneDrive
Dec 2025
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Virtual Data Room (VDR) Infrastructure

How I got a $50k/year enterprise feature set for $900/year and why building a VDR from scratch is a terrible idea.

Article
Architecture
VDR
Box Platform
Enterprise
Deal Room
Dec 2025
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Architectural Frameworks for Secure and Compliant Handling of Enterprise Data

A reference framework for building enterprise-grade AI platforms in regulated industries 20 security controls across 8 domains, a compliance certification roadmap, and the architectural pattern that resolves the WORM-vs-GDPR contradiction.

Article
Security
Compliance
Architecture
Enterprise
Dec 2025
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Diligence & Compliance AI

CTO of a stealth diligence & compliance AI company, backed by Ovo & Roboventures. Agentic due diligence for regulated finance.

Diligence AI
Agentic AI
Compliance
Due Diligence
CTO
RAG
Fintech
Stealth
May 2025
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AI Investments and Ideas

A personal thesis on where AI, automation, and the future of global supply chains are headed and why investing conviction matters more than ideas.

AI
LLMs
Startup
Product Building
Future of Work
Generative AI
VC Path
Storytelling
Founder Insights
Supply Chain Automation
Autonomous Freight
Energy and AI
Global Trade
Drone Logistics
AI Monetization
Advertising Technology
Deep Tech
Creator Economy
Mobile-first Products
AI x AR/VR
Apr 2025
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Fund-of-Funds LP-Reporting Automation

Automated the quarterly LP-reporting workflow for a $14B AUM fund-of-funds. Client named on request.

Workflow Automation
Agentic AI
Fund-of-Funds
LP Reporting
Document Intelligence
LLMs
Python
Finance
Mar 2025

Sachiv.AI

A hands-free, plug-and-forget AI Program Manager / Secretary with In-Meeting Intelligence

Product Hunt
Antler
Workflow Automation
AI Employee
AI Agents
B2B Sales
Fundraising
LLMs
Meeting Intelligence
JIRA / Asana
RAG
Python
GCP
Recruitment
Team Leadership
Weaviate
Pinecone
Firestore
Langchain
JS
Product Design
Startup
Founder
Product Management
Entrepreneurship
Jan 2025

Rachna AI

(Founded an) AI Storytelling Platform with 1000+ users (including paid). Content consumption meets creation - think Netflix turns to gaming.

AI
LLMs
Startup
HTML
CSS
Python
JavaScript / Typescript
NextJS
React
Node
FastAPI
Postgres
SQL
Product Management / Design
UX and Design
Finding PMF
Instagram Advertising
Google Analytics
Oct 2024
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Insur-tech Product Modelling and Data Science

Designed (pricing and terms) insurance products for UAV / EV vehicles.

Data Science
Financial Modelling
Machine Learning
Data Modelling
Stochastic
Python
R
Pandas
Seaborn
Scikit-learn
Numpy
Matplotlib
Time Series
Monte Carlo Sampling
Insurance Modelling
Underwriting
Risk Assessment
Oct 2024
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Nicole's Consulting

Helped a friend launch her consulting / coaching services online.

Square / Shopify
Startup
Product Management / Design
UX and Design
Instagram Advertising
Google Analytics