2026-07-25 –, Track 2
Anyone got a light? When the CEO or product people send you a zip or github project do we burn or braai? Corporate and enterprise level AI enabled development is another beast in of itself. This talk reflects 3-6 months of rolling out claude code enterprise to 200+ engineers securely, turning agentic roadkill into a product with AI-SDLC and how you can shine the light in the generative darkness.
Often the discussions start with a solution seeking a problem. Ample opportunity to search for problems that kill the project. Who is this for? Why? How much will it cost? Saving $3000 a year on SAAS licence can often translate into $30000 engineering time and fines way above that when you vibe-exfiltrate your company's data.
Remember that scene where Grommit lays out the track while the train is going down an unbuilt section in Wallace & Grommit. Well thats what enterprise, AI coding agents and AI productivity tools rollouts are like in 2026. CTO says we need AI agents yesterday, MDM reports everyone has had it for a year anyway and your CISO says what are our controls.
This is the war stories of a SOC and DevSecOps team rolling out agentic controls as we figure things out. This is a pro-active vs reactive story of all the disucssions, policy work, controls and incident response over the period.
The talk will cover the following topics:
- Rolling out claude code enterprise
- AI agent controls
- Sandboxing
- MDM and EDR
- OTEL for Agents
- Costs: economic, incident, cognitive load
- SDLC in the agentic era.
- When automation goes wrong.
- Security team leading the way with the torch of controls, education and setting the standard.
- Opportunities for security team to use the tools for creating tools, vuln discovery.
- Security validation testing on these controls
Takeaways:
- Agents, LLMs, etc pros and cons.
- Infosec, Dev, Devops, Infra, etc have always been early adopters. Better they debug tech than the general public debugs medical answers.
- SDLC is still relevant, might need tweaks
- Ownership is key, claude doesn’t own your code, your responsibility remains
- Trust but verify
- Sandboxing is back
- Enterprise is king ($$$$)
- Manage risk, enable efficiency
- Lead by example, get devs interested and involved.
DevSecOps Lead, AI/ML. Hacker, tinkerer, builder, breaker.
BSIDES Cape Town organiser.
