Tessl Proposes Continuous AI as a Third Pillar Alongside CI and CD
Overview
Tessl's first-party blog post argues that repository automation needs a third pillar, Continuous AI, alongside continuous integration and continuous delivery, to run scheduled, auditable AI workflows that improve repositories over time.
The post describes GitHub Agentic Workflows, which turn agentic workflow specifications into GitHub Actions capable of running coding agents such as Claude Code, Copilot CLI, Gemini CLI, or Codex-style agents.
The post emphasizes safeguards: agent steps are read-only, outputs are restricted, and humans review the resulting pull requests. The source is Tessl's own promotional account of the approach, and the report contains no independent evaluation of how these workflows perform in practice.
Written by AI from the articles below · updated Oct 8, 7:52 PM ET
Check the sources:
Article timeline
Follow the coverage from different perspectives. Times are ET.
- Tessl BlogContinuous AI Brings Agentic Automation to Repository Workflows
AITessl's blog post argues that repository automation needs Continuous AI, a third pillar alongside CI and CD for scheduled, auditable AI workflows that improve repositories over time. The article describes GitHub Agentic Workflows, which harden agentic workflow specifications into GitHub Actions that can run coding agents such as Claude Code, Copilot CLI, Gemini CLI, or Codex-style agents. It emphasizes read-only agent steps, restricted outputs, and human review of pull requests.
Heat trend
Not enough continuous observations to show a trend yet.