Bring Your Own Agent. We Govern It.
Here is an uncomfortable fact about AI coding agents: the one your organization standardizes on today will probably not be...
Continuous Delivery Is No Longer Enough: The Rise of Autonomous Software Delivery
For nearly two decades, CI/CD has been one of the defining ideas in modern software engineering. Automate the build. Automate...
The Coding Agent That Runs in Your Environment. Fully.
I’ve sat in this meeting more times than I can count. We demo the agent — code generation, context, governance....
Code Generation Needs a Knowledge Graph, Not a Search Index
A coding agent wrote a perfectly valid API endpoint last week. It called the billing service synchronously from the orders...
Code Generation Is a Commodity. What Comes Next.
A year ago, the pitch for AI coding tools was simple: generate more code, faster. Autocomplete on steroids. The differentiator...
The Hidden Cost of “Agentic Development” in Enterprise Teams
There’s a shift happening across engineering teams right now. Developers are spending less time searching, planning, and wiring things together,...
RAG != Context
Understanding the limits of retrieval in real software systems Over the past two years, retrieval augmented generation has become one...
Bigger Context Windows Won’t Fix AI Coding
The past two years of AI development have been defined by a race toward larger models and larger context windows....
Context: The missing layer in Enterprise AI
For the last two years, the AI conversation has been dominated by one thing, new model releases. Every few months, there's another announcement, a bigger model, a faster model, a more capable agent, a new benchmark, a new demo. And to be clear, the progress is real. The models are extraordinary. https://tabnine-2.wistia.com/medias/e2u5n3lf3i But inside enterprise production environments, something different is happening. The real bottleneck isn't model capability. It's that...
How AI Context Engines Reduce Technical Debt Across Distributed Teams
Technical debt rarely shows up all at once. It accumulates quietly. A quick workaround to hit a deadline. A duplicated...
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