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All postsYour SDLC Has 36 Activity Types. Your Agent Can Handle 14 of Them.
A cognitive-load framework for deciding where AI agents help across the SDLC, where they need oversight, and where process redesign matters more than automation.
Beyond Binary Thinking: A Graduated Fidelity Spectrum for Kubernetes Security Testing
A decision framework for selecting the right Kubernetes security testing tier based on fidelity, cost, and developer feedback speed.
Can AI Agents Simulate Real Organizations? A New Frontier in IO Psychology Research
A research perspective on LLM-based organizational simulation, CoSim, and the validation work required before it can be trusted as an IO psychology method.
CoSim: Building a Company Out of AI Agents
A multi-agent company simulation with hierarchy, workplace tools, MCP, and containerized Claude Code personas.
Security Scanning for Small Dev Teams
A practical guide to getting started with security scanning on small development teams.