Blog
What we’re thinking about engineering, AI, and product
Perspectives on engineering, AI, and digital transformation from our team.
Artificial Intelligence
Ollama’s $65M Raise Signals Local LLMs Are Enterprise-Ready
Sep 10, 2026
When a developer tool goes from hobbyist favorite to running inside 85% of the Fortune 500, that’s not a funding story anymore — it’s an infrastructure shift. Ollama raised a $65M Series B led by Theo…
Read more
Artificial Intelligence
The AI Coding Agent Productivity Paradox, Explained by the Data
Sep 8, 2026
The enterprise AI coding agent market has reached an estimated $9.8–11 billion in annualized value, according to Gartner analysis — squarely core infrastructure, not experimental tooling. Developer ad…
Read more
Artificial Intelligence
Gartner’s AI Agent Paradox: Why 40% Ship, 40% Get Cancelled
Sep 3, 2026
Gartner has put two numbers on the table that seem to contradict each other. By 2026, 40% of enterprise applications will feature task-specific AI agents, up from less than 5% in 2025. In the same bre…
Read more
Cloud
Cloud Sovereignty Becomes the Top 2026 Priority as Hyperscalers Plan $700 Billion in Data Center Spending
Sep 1, 2026
Two numbers define enterprise cloud strategy in 2026, and they are pulling in opposite directions. On one side, hyperscalers are on track to spend roughly $700 billion on data center infrastructure th…
Read more
Artificial Intelligence
DeepSeek Harness: Inside the Open-Source Agent Runtime
Aug 25, 2026
On August 13, 2026, DeepSeek open-sourced DeepSeek Harness (dsh) as a developer preview under the MIT license, the same day its DeepSeek-V4-Pro (build 0813) model went generally available across DeepS…
Read more
Artificial Intelligence
Agent Sprawl: Why Only 13% of Enterprises Have AI Governance
Aug 20, 2026
Your engineering teams shipped fifteen AI agents last year. By 2028, that number hits 150,000, according to Gartner. Most IT leaders will not see it coming as one big decision. It arrives as a thousan…
Read more
Artificial Intelligence
The $401 Billion Problem: Enterprise GPU Utilization in 2026
Aug 18, 2026
Here’s a number that should stop any IT budget conversation cold: enterprise GPU fleets are running at roughly 5% average utilization, while Gartner projects $401 billion in new AI infrastructure spen…
Read moreArtificial Intelligence
Your AI Does Not Understand What “Available” Means
Aug 17, 2026
Why large companies need an ontology before deploying AI agents Large companies are different from medium-sized and small companies, and not simply because of their size. In a small company, senior ex…
Read more
Artificial Intelligence
Inside Meta’s Muse Code: Multi-Agent Coding at Enterprise Scale
Aug 13, 2026
Meta launched Muse Code in beta on August 5, 2026 — a terminal-based coding agent powered by its new Muse Spark 1.2 model, aimed directly at OpenAI Codex and Anthropic Claude Code. The headline archit…
Read more