THE BOUNDEV JOURNAL
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Earlier writing on software, hiring, and building AI. Articles retain their original URLs and publication dates; some historical offers and references are outdated.
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How to Build Python Microservices With Nameko
Nameko handles RPC over AMQP, stateless workers, and automatic service discovery out of the box. This tutorial builds a complete Python microservices system — Gateway, Ai
AI Economics: Why Cheaper Prediction Changes Business Models
AI makes prediction cheaper — the same way computers made arithmetic cheaper and the internet made distribution cheaper. Necati Demir, PhD, maps the economic logic that e
Airbnb vs. Expedia: When Competing Platforms Converge
Expedia had a 12-year head start and $11B in revenue when Airbnb launched. A decade later they were competing in each other's markets. The commission asymmetry that opene
How to Build an AI Product: Strategy, Team, and What to Skip
Mayank Mittal — PM for GE, Emirates, KPMG, and Kraft Heinz — maps the 5-question gate to decide if AI is right, the Lean startup loop for validation, and the 4-part AI st
What AI Product Managers Actually Do — and How to Hire One
AI PM demand nearly doubled in 2021 alone. MIT lecturer Adrian Gonzalez explains the 3 skill strands, what makes a team unbalanced, and how to break into AI product manag
5 Steps VCs Use to Evaluate AI Startups — and What to Fix
CB Insights tracked a 300% jump in AI startup investment from 2016 to 2017. Carolyn Deng, CFA, who has run 20+ VC deals on a $700M portfolio, maps the 5 diligence layers
AI Marketing for Startups: What Actually Moves the Needle
McKinsey found 90% of business leaders expect frequent generative AI use in marketing. For founders with lean teams, this means outsized leverage — analytics, support, vi
How AI Reshaped Finance: Fraud, Trading, and Insurance
PayPal cut fraud to 0.32% of revenue using deep learning — against a 1.32% industry average. Goldman Sachs went from 600 equity traders to 2. How AI became infrastructure
Easy Value, Moonshots, and Money Pits: The AI ROI Framework
Most AI projects fail to be completed, fail to reach production, or fail to deliver expected ROI. Here is the 2×2 framework — value vs. ease of implementation — that Bain
How Senior Developers Use AI Coding Tools: What Works
In 2023, 60% of developers routinely used AI to write and optimize code. Three senior engineers with 10–20+ years of experience share the workflows, tools, and prompt pat
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