Inside the Race to Build an Artificial General Engineer (AGE)
What Changed and Why It Matters The AGI race is converging on a practical form: an Artificial General Engineer. Think systems that can plan, write code, run tests, call tools,…
Why AI Agents Need a New Observability Stack Beyond Logs and Metrics
What Changed and Why It Matters AI systems are shifting from single-shot prompts to autonomous agents. These agents plan, call tools, read and write data, and coordinate across services. Traditional…
Voice AI’s Next Act: End‑to‑End Agents and the Coming M&A Wave
What Changed and Why It Matters Voice AI is moving from lab demos to production agents. The next leaders won’t ship point features; they’ll deliver end-to-end outcomes. That’s pushing the…