Field notes on agent-driven development
Patterns, anti-patterns, and playbooks for teams shipping software with AI agents in the loop.
May 18, 2026 · Konuke
Agents in the business loop: use cases, security, and why agent-driven work is becoming the default
Beyond the IDE: where agents already earn their keep in revenue, risk, and operations—and why treating them like first-class collaborators is the only sustainable path.
May 12, 2026 · Konuke
An AI coding assistant rollout plan that engineering teams will actually follow
A phased plan focused on norms, PR hygiene, and measurable quality—so your pilot does not die in Slack debates.
May 10, 2026 · Konuke
PR review checklist for agent-assisted code (that reviewers can use in 60 seconds)
A short checklist to keep agent-generated diffs reviewable: intent, scope, tests, and security hotspots—without turning every PR into a debate.
May 8, 2026 · Konuke
Security review checklist for AI dev tools and agents (pragmatic, not paranoid)
A security-first checklist for evaluating coding assistants, plugins, and agent workflows: data flows, secrets, supply chain, and what to log when things go wrong.
May 2, 2026 · Konuke
What is agent-driven development?
A practical definition: agents as accountable participants in your delivery loop—not magic, not a sidecar.
Apr 18, 2026 · Konuke
Onboarding engineering teams to AI without the thrash
Rollouts fail when tools arrive before norms. Here is a week-one playbook that keeps delivery credible.
Mar 30, 2026 · Konuke
Guardrails for agent-assisted coding that security teams can live with
Practical boundaries: secrets, data egress, third-party tools, and how to keep automation observable.
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