Product Development Blog
Lessons from 60+ projects across MVPs, marketplaces, AI, and embedded systems. Practical insights on shipping software that users actually want.
Latest articles
Marketplace Rescue & Code Audits: Fix Broken Billing, Stalled Launches, and Tech Debt
Stuck with broken Stripe billing, bad prior agencies, or custom code debt? We audit troubled marketplace codebases, fix integrations under NDA, and get you to live transactions.
What is Data-Driven VC?
Learn what a data-driven VC means and how such investors can benefit your startup’s growth and fundraising journey.
What is Maintouch
Maintouch tracks brand mentions and citations across ChatGPT, Claude, Perplexity and AI Overviews, and buys publisher placements at cost.
Best Upwork Alternatives for Scaling Tech, AI, and Product Teams (2026)
Discover the best Upwork alternatives for scaling tech, AI, and product teams in 2026, including Horizon Labs, Arc, Lemon.io, Superside, and Hyqoo.
Understanding Large Language Models (LLMs) and How to Use Them
A beginner-friendly guide to understanding large language models (LLMs) and how startups can leverage them effectively in product development.
What is Matrix Partners
Learn what Matrix Partners is and how this venture capital firm can offer valuable support to early-stage startups and founders.
5 Best Toptal Alternatives
Discover 5 top Toptal alternatives to scale your engineering team. Compare costs, engagement models, and best use cases for startups & enterprises.
What Are KPIs (Key Performance Indicators)
Learn how KPIs (Key Performance Indicators) can help startup founders measure progress and make smarter decisions to grow their business effectively.
Custom software development for mid-sized businesses: When to build, buy, or repair
A decision guide for choosing custom software, commercial products, or targeted modernization, and matching the work to the right senior team.
End-to-end software implementation: How mid-sized companies keep one team accountable
A CTO’s guide to lifecycle ownership, governance, integrations, release controls, warranty, and a handoff the internal team can operate.
How Mid-Sized Companies Choose a Software Development Partner
A procurement framework for evaluating software partners on codebase takeover, seniority, security, IP, QA, estimates, references, and handoff.
Software development firm vs. consulting firm: Which kind of partner does your roadmap need?
A practical decision guide for leaders choosing between build capacity, transformation advice, or a senior team that can own both.
From Monolith to Microservices: Evolving Your Startup's Architecture
Learn how startups can transition from monolith to microservices, optimizing architecture for scalability and agility without the engineering headaches.
Rental Marketplace Availability: Calendars, Holds, and Double-Booking Control
Design rental marketplace availability around authoritative state, atomic confirmation, capacity, time zones, external sync, testing, and safe rollout.
Compliance Requirements for Medical Device Software (2026)
Learn Compliance Requirements for Medical Device Software: IEC 62304, ISO 13485/14971, QMSR, and 524B. 2026 glossary of key terms. Start here.
The Future of Customer Support: AI Agents and Copilots
Exploring the future of customer support with AI agents and copilots, and how startups can leverage these technologies to improve their service.
How marketplace payouts work: Ledger, holds, failures, and reconciliation
A provider-neutral guide to payout ledgers, eligibility, reserves, failures, negative balances, and reconciliation for mature marketplaces.
How long does it take to build an app? A defensible timeline and cost model
Estimate an application build with explicit scope, dependencies, scenario ranges, phase gates, acceptance evidence, launch, and warranty assumptions.