Conferences and community events
For programs that want sessions on AI, automation, developer systems, or adoption questions without turning the talk into empty trend commentary.
Speaking
Talks and workshops that make AI and automation clearer.
For conferences, company events, and learning programs that want practical substance instead of recycled hype. Sessions are built for technical or mixed audiences and can be delivered in English or Spanish.
Talks, panels, and workshopsEnglish or SpanishTechnical or mixed audiences
Good fit for
The best speaking work happens when the audience needs clarity, concrete examples, and a point of view that respects the complexity of real systems.
Company offsites and internal events
For teams that need a session which helps people think better before larger AI or automation changes.
Hands-on workshops
For audiences that should not just listen, but leave with a more useful mental model and stronger practical instincts.
Topics that work well
The strongest sessions sit where AI, automation, systems thinking, and practical tradeoffs meet.
AI and automation without the hype layer
Clearer talks on what is changing, what is not, and how teams can evaluate AI and automation more honestly.
Developer systems, workflows, and orchestration
Sessions on automation architecture, workflows, agents, platform thinking, and how systems behave under real pressure.
Adoption, judgment, and responsible speed
Talks on how to move faster with AI while keeping enough engineering discipline to avoid obvious mistakes.
How talks are prepared
The process stays light for organizers and specific enough to make the session feel tailored rather than generic.
Align on audience and format
We define the audience, the context, and whether the session should be a talk, panel, workshop, or internal briefing.
Shape the angle and the examples
The outline is tuned to the event, the level of the audience, and the kind of takeaways people should leave with.
Deliver a session with practical signal
The goal is a session people remember because it helped them think better, not because it repeated familiar slogans.
Invite Idir to speak
If you already know the audience, the format, or the topic, send it over. If you only know the event and the kind of clarity you want, that works too.