AI in 2026: Why Most Products Don’t Need Custom Models
As foundation models mature, the real advantage shifts from training models to building solid systems around them.
Insights, tips, and stories about software development and business growth
As foundation models mature, the real advantage shifts from training models to building solid systems around them.
Speed still matters, but rushed architecture is now one of the biggest risks for early-stage teams.
Grant-funded teams face unique constraints that most dev advice ignores.
Security and compliance expectations now show up earlier than founders expect.
In 2026, mature teams are intentionally reducing complexity instead of adding more tools.
From compact high-performance models to large multimodal systems, 2025 sees a realignment in what “cutting-edge” AI means for developers.
AI that *acts* on your behalf — not just answers — is here. Learn how agentic platforms are transforming operations and development workflows.
Canada is quietly building real AI infrastructure and smart city solutions — here’s what devs and startups should know.
Canada is emerging as a strong base for AI, cloud, and deep-tech startups. Here’s why.
From AI-assisted coding to autonomous agents, software development workflows are changing fast.
With dozens of new AI models launching, businesses must choose wisely between open-source, closed, and hybrid approaches.
Logs and metrics are no longer enough. Learn why observability is essential for modern cloud platforms.
Legacy systems slow growth. Learn how companies modernize safely using cloud-native strategies.
AI is powerful, but uncontrolled LLM usage can explode costs. Learn how teams manage AI spending in 2025.
As cloud adoption grows, security risks increase. Learn how modern businesses protect their cloud infrastructure.
Kubernetes and serverless both dominate cloud architecture in 2025. Learn which one fits your business goals.
From customer support to internal workflows, cloud-based AI is transforming how modern companies operate.
Cloud costs are rising fast. Learn how modern businesses optimize AWS, Azure, and GCP without sacrificing performance.
Discover why off-the-shelf tools are no longer enough and how custom software gives growing businesses a competitive edge.
Discover the must-have features that will make your small business website stand out and convert visitors into customers.
Learn how custom software can help women-led businesses overcome unique challenges and scale faster.
Step-by-step guide to digitizing your startup operations and staying competitive in the modern market.
Explore how Calgary businesses can leverage the growing tech ecosystem to drive innovation and growth.
Break down the real costs and returns of custom software development to make an informed business decision.