Technical deep-dives, AI strategy, and engineering perspectives from the team building autonomous systems.
A Mac Studio or Mac mini running local models can replace thousands of dollars per month in API spend for the right workloads. Here is how to architect an Apple Silicon local AI server that your engineering team will actually use.
Both Claude Code and Grok Code live in your terminal. Both promise agentic coding capabilities. We compare architectures, strengths, and real world performance.
Cursor embeds AI into your editor. OpenAI Codex offers both a local CLI and cloud autonomous agent. We break down both approaches for real engineering teams.
Perplexity Computer gives AI full control of your desktop. Claude Code operates inside your terminal. We compare both approaches for real engineering workflows.
Perplexity Computer gives AI autonomous control of your entire machine. Claude Cowork gives AI direct access to your files and business tools. We compare both approaches for real knowledge work.
PagedAttention is the memory management algorithm that separates production-grade LLM serving from everything else. For e-commerce teams running AI chatbots at scale, understanding how it works is not academic. It is what determines whether your infrastructure cost is sustainable or catastrophic.
Headless architecture gives engineering teams the composability they want, but it often leaves marketing teams locked out of their own content. Here is how forward-thinking organizations are closing that gap with no-code visual editing layers built on top of headless stacks.
The headless CMS space has exploded with purpose-built options, yet WordPress still powers 43% of the web. For engineering teams already invested in WP, going headless can unlock performance and flexibility without a full platform migration. Here is how to evaluate whether it still makes sense for your stack.
When your e-commerce platform handles regulated data, the CMS security model is not a detail. It is a board-level risk decision. Here is the framework enterprise teams need before committing to self-hosted or cloud-managed infrastructure.
WordPress VIP and Contentful both serve enterprise content publishing at scale. But they make very different bets about how content should be structured, managed, and delivered. The right choice depends on which bet matches your team's actual workflow.
Prismic's Slice Machine fundamentally changes how frontend teams build and iterate on Shopify headless storefronts. This guide covers the architecture, implementation patterns, and real-world tradeoffs of pairing Prismic slices with your headless Shopify stack.
AI agents are moving from demo to production, and open source models have caught up enough to power most of the agentic workflows mid market brands actually need. The architecture patterns are different from simple prompt and response. Here's how to build them right.