THE BOUNDEV JOURNAL
The engineering
archive.
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 Articles retain their original URLs and publication dates; some historical offers and references are outdated.
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AI Tools Are Easy. AI Execution Is Hard. Here's the Fix
Buying AI tools is the easiest AI decision you'll make this year. Shipping an AI feature that actually moves MRR is the hardest. If your product still doesn't have a sing
How Recruitment Firms Use AI to Automate Candidate Screening
Recruitment firms are not using AI to replace recruiters. They are using it to stop wasting hours on first-pass screening, follow-ups, and scheduling.
AI Subscription vs Agency: Why Smart Founders Ship in 6 Weeks
If your agency bill arrives and you still don't have a production-grade AI feature, you've already paid twice. Here's why subscription teams are replacing agencies for AI
The Real Way Solo Founders Build AI Products (3 Alternatives to Hiring)
Building an AI product as a solo founder is not about doing everything yourself. It is about picking the smallest problem, shipping the narrowest useful version, and avoi
How to Ship AI Features Faster Than Your Competitors
Most AI features are late because of bad process, not bad engineers. A 5-step framework to ship AI features in weeks — including evals, rollout, and org design.
The Real ROI of an AI Engineering Subscription — Calculated
Hiring an AI engineer costs $270K+ loaded and takes 8 months to first feature. Here is the ROI math comparing subscription, freelance, and full-time hiring.
How to Build a Customer Support AI Agent in 3 Weeks
Build a production-ready customer support AI agent in 3–5 weeks. Architecture, stack, timeline, and real metrics from shipping support agents for SaaS.
How Ecommerce Brands Use AI to Increase Sales Without More Staff
How ecommerce brands use AI to increase sales 15-40% without adding headcount. A prioritized framework for deploying AI systems that drive real revenue.
AI Roadmap for Seed Stage Startups: What to Build First
Most seed startups build AI in the wrong order. A 4-phase roadmap from data infrastructure to first user-facing feature that ships without wasted sprints.
Build Once, Scale Fast: Why Subscription AI Teams Are Winning
Why subscription AI teams are replacing traditional hiring for SaaS companies that need to ship AI features fast without burning runway.
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