A great product roadmap balances business goals with technical sustainability. Ignoring engineering input leads to technical debt and bottlenecks that slow growth. In this video, we discuss how SaaS teams can integrate engineering priorities into the roadmap for long-term success.
Selecting the right tech stack is critical for AI startups. Python is essential for data science, but the backend, frontend, and infrastructure choices determine scalability and efficiency. Explore the best tech stack combinations, hosting tools, and ETL solutions to future-proof your AI startup.
Forced API migrations without a rollback plan? That’s how businesses lose trust—and money.
Using ARG or ENV for secrets in Dockerfiles can expose sensitive credentials in your final image. Instead, use Docker BuildKit’s --secret to pass secrets securely at build time. Learn how to protect your Docker builds across CLI, Docker Compose, GitHub Actions, and GCP.
Adapting to a new tech stack is all about mindset. Switching from PHP to Python was an eye-opener. Package management confusion, unexpected paradigms, and a lack of encapsulation made for an interesting challenge. Embracing constraints is the secret to growth.
Should you avoid managed services to prevent lock-in? Maybe. However, spending months reinventing infrastructure instead of shipping features is a bigger risk. Balance is key. Know the trade-offs, understand the costs, and make decisions based on your reality.
A simple bug fix can turn into a full-blown debugging adventure - especially when Symfony’s event listeners start misbehaving. 🧐 If your listeners are firing twice (or more), your service configuration might be the culprit. Here’s how we solved a sneaky autoconfiguration.
In small teams, front-end engineers can bridge gaps in product clarity by refining goals, collaborating effectively, and using flexible tools to deliver features efficiently.
AI can be challenging. We break down three AI integration tiers—proprietary models, open-source solutions, and custom-built systems—to help you choose the right approach. From quick MVPs to scalable solutions, discover how to leverage AI effectively for your product.