Call for Papers · goflock.ai × NeuBird AI

The Autonomous Production Ops Summit 2026

Moving from Visibility to Action: Engineering the Next Generation of Autonomous Operations.

Production environments have outgrown human understanding. Engineering teams are drowning in alert fatigue, fragmented multi-tool war rooms, and exhausting 2am pages. The industry is moving past reactive AI setups that simply chase noise faster. The future belongs to true agentic operations: autonomous systems capable of contextual reasoning, pre-threshold anomaly detection, and data-efficient, secure execution directly within localized environments.

Submit Your AbstractSubmission Deadline: August 31, 2026

The Program

Three tracks for the full incident lifecycle

01

Prevent

Upstream Observability & Agentic Instrumentation

  • Moving past standard framework defaults to instrumenting by true business risk and application SLOs.
  • Implementing sentinel scanning to catch silent database or service degradation 30 to 60 minutes early.
02

Resolve

Autonomous Investigation & Root-Cause Analysis

  • Utilizing specialized agents to parse logs, metrics, config, and traces across 15+ parallel sources.
  • Architecting AI agents that surface a clear causal chain over black-box hallucinations.
  • Balancing automated background remediation with critical human-in-the-loop guardrails.
03

Operate

Architecture, Token Efficiency & Economics

  • Advanced context engineering and data-side pre-filtering to prevent runaway model API fees.
  • Deploying zero-storage, read-only AI agents within secure, isolated perimeters (On-Prem, VPC, Air-Gapped).

Why Speak

Why present at The Production Ops Summit?

Share your knowledge and join the conversation shaping the future of autonomous operations.

Reach an Influential Audience

Connect with enterprise CTOs, VPs of Infrastructure, SRE Directors, and forward-thinking DevOps practitioners eagerly looking for production-ready solutions.

Elevate Your Personal Brand

Your session will be recorded and professionally edited, giving you a high-quality asset to share with your network and showcase your expertise to the global tech community.

All-Access VIP Pass

Accepted speakers receive a complimentary full-access VIP pass to the entire summit, including private speaker networking events and all sessions.

Join an Elite Peer Network

Be part of an exclusive group of innovators and leaders. Make key professional connections and collaborate with colleagues facing similar large-scale operational challenges.

Submission Guidelines

Two formats. One bar for quality.

Technical Deep Dive

30 minutes

For practitioners. Architecture, telemetry, and the hard implementation details behind autonomous operations.

Strategic Executive Keynote

20 minutes

For leaders. The organizational, economic, and risk decisions behind adopting agentic ops at scale.

Our Standard

We value operational reality over sandbox proofs-of-concept.

Show us your real production telemetry, concrete metrics, and architectural hurdles. The room is full of engineers who have run the on-call rotation— bring the war stories, the dashboards, and the numbers that prove it worked.

Call for Papers

Submit your proposal

Proposals are reviewed on a rolling basis by our program committee. Submissions close August 31, 2026.

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