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Perspectives on AI-native engineering
March 27, 2026
Turn Coding Agents Into CI Gates
Blocks automations let you wire a coding agent directly into your CI pipeline with a single toggle. Here's how we set one up to enforce REST endpoint naming conventions on every PR.
March 22, 2026
The Agentic Cost Cliff
Running a coding agent for a single developer is relatively predictable in terms of cost. Scaling that to agent swarms, continuous PR review, and automations that run around the clock is a different problem entirely.
December 13, 2025
Faster CloudWatch Alarm Investigations
CloudWatch alarm investigations eat 30 to 45 minutes of engineer time. Here's how we use a coding agent invoked from Slack to cut that to minutes, without removing humans from the loop.