Agentic Swarms for Developer Productivity
PRs got bigger, not better. Seniors are burning hours on AI bug hunts while throughput stays flat. Encode your existing SDLC into a gated multi-agent flow so LLMs do the noisy work. Review changes that have already passed CI.
Stop Babysitting LLMs, Start Shipping. Encode your existing SDLC into a gated multi-agent flow so LLMs do the noisy work.
Swarm Architecture
Encodes a full SDLC loop (issue → spec → plan → PR → gate → deploy) in a gated 80-agent swarm you can explore after the talk.
Shift Left
Mutation-on-diff and contract/schema checks wired into your agentic flow before review. Reduce review pain instead of just generating more code.
Failure Modes & Guardrails
Hallucinations, reward hacking, process confabulation, and how your architecture catches and fixes them before they reach reviewers.
Takeaways
- ✓ You'll leave with a working demo swarm repository you can clone into your own repos, and a clearer way to decide when to lean on tokens versus human review.
- ✓ For platform and DevEx engineers, tech leads and staff+ developers, and engineering leaders who are tired of wrestling with AI-generated code and review pain.
- ✓ The talk and swarm are available under Apache 2.0.
Resources
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