Blog
Insights and articles about agentic development, human-governed AI agents, and controlled software delivery.
Keeping Humans in Control: ADLC Governance Model
Explore how ADLC maintains human oversight through policy-aware handoffs, approval gates, and evidence-driven decisions while leveraging AI agents for bounded work.
Secure Isolation: How Credentials Stay Protected
Learn about the egress proxy pattern that keeps raw credentials out of agent containers, enabling safe credential injection for approved destinations only.
Evidence Over Claims: Building Durable Artifacts
Why ADLC prioritizes observable evidence at every stage—from plans and logs to test results and review notes—instead of relying on agent summaries.
The Seven Stages: A Deep Dive into ADLC Workflow
Walk through each stage of the agentic development lifecycle, from intent capture through operational learning, with real examples of how humans and agents collaborate.
Integrating ADLC with Your Tools
A practical guide to connecting ADLC with GitHub, GitLab, Linear, Jira, and other tools, with configuration patterns and best practices for your team.
Getting Started with ADLC
Your first steps with the ADLC workspace: setting up authentication, creating your first task, understanding the planning interface, and reviewing outcomes.