AI & Machine Learning

Signals Berlin 2026

Signals Berlin 2026 is a curated, 250-seat single-track conference dedicated to engineers at the intersection of SRE, AI, and ML Operations. The event spans two days of technical talks, firsthand perspectives, and vibrant discussions about the future of Reliability Engineering. Attendees are promised insights from leading experts and a focus on reliability i…

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26Speakers
16Sponsors
42Sessions
29Companies · in total

Speakers

Programmed at Signals, in alphabetical order.

Akif Cakir
Zalando
Alejandro Saucedo
Director of Markets AI, Data & Platform at Zalando SE · Zalando
Alex Palcuie
Member of Technical Staff in AI Reliability Engineering at Anthropic · Anthropic
Charity Majors
Co-founder and CTO · Honeycomb
Christof Leng
Site Reliability Engineer · Google
Deniz Dalkilic
Software Engineer at Albert Heijn · Albert Heijn
Ehsan Khodadadi
Senior SRE at ING · ING
Hannes Lenke
Checkly
Heinrich Hartmann
Ivan Merrill
Head of Observability & QA Enablement · Albert Heijn
Jemma Robertson
Technical Liaison for Engineering in the Strategies and Engagement team · Bloomberg
Judit Kisistók
ML Engineer at Hakio · Hakio
Juraci P. Kröhling
OllyGarden
Kesha Mykhailov
Principal Engineer at Intercom/Fin · Intercom
Maria Vechtomova
Co-founder · Cauchy
Mateusz Hawrus
Nobl9
Max Deichmann
Co-founder of Langfuse · Langfuse
Miguel de Oliveira
PagerDuty
Mirko Novakovic
Dash0
Mourjo Sen
Staff Software Engineer at Booking.com · Booking.com
Niall Murphy
Stanza
Niall Richard Murphy
Stanza

Sponsors

The companies behind the program. Tiers as disclosed.

ChecklyPlatinum
Dash0Platinum
ZalandoPlatinum
BRAiNTRUSTGold
CoralogixGold
HoneycombGold
LangfuseGold
NOBL9Gold
OllyGardenGold
PagerDutyGold
Polar SignalsGold
TSUGAGold
TSUGA DATAGold
INNOQSilver
MutagentSilver
GoogleOpen Access

Agenda

Selected from 42 sessions.

  • 09:00

    Welcome Note

  • 09:15

    Can Claude Fix Itself? Using LLMs for Incident Response

    Can you throw an LLM at a production incident and expect useful results? A candid look from someone who runs a distributed AI system and reaches for Claude before reaching for a da…

  • 09:15

    The New Failure Modes: Observability in the age of AI Agents

    Alejandro Saucedo is Director of Markets AI, Data & Platform at Zalando SE. He is also an appointed AI Expert at the United Nations, Board Member at the Association for Computing M…

  • 09:15Keynote

    Can Claude Fix Itself? Using LLMs for Incident Response

    Can you throw an LLM at a production incident and expect useful results? A candid look from someone who runs a distributed AI system and reaches for Claude before reaching for a da…

  • 09:15Keynote

    The New Failure Modes: Observability in the age of AI Agents

    AI agents are changing both sides of the observability problem. On one side, agents introduce entirely new ways for production systems to fail. A request can complete successfully…

  • 10:45

    10x more code 20x more incidents?

    With agentic coding we are pushing a lot more code. What does that mean for stability? This talk is about the tsunami of code entering production, and what it does to reliability,…

  • 10:45

    LLMOps in the era of agentic coding

  • 10:45

    LLMOps in the era of agentic coding: the platform team perspective

    MLOps is largely mature: the components are known, integrations are repeatable, and models can move to production in weeks rather than a year. LLM-based systems are not there yet, …

  • 11:15

    Scaling Infrastructure for AI-Native Applications

    AI-native applications produce data with a different shape than the systems we usually deploy. A single agent invocation can carry megabyte-sized prompts, hundreds of nested LLM ca…

Company intelligence

What does it mean when 29 companies show up, and 9 bet on three roles at once?

29 companies. nine are betting more than once.

The numbers below are derived from the speakers, sponsors, and exhibitors on this page, cross-referenced into one ledger. They are the only thing here that 10times.com cannot tell you.

Who's in the room
9All threespeak · spons · exh
7Sponsoringsponsor only
13Speakingspeaker only

In all three roles

Zalando·Checkly·Dash0·Google·Honeycomb·Langfuse·Nobl9·OllyGarden·PagerDuty

Speakers by seniority

19% of the speakers carry senior titles: C-suite, Founder, VP, or Director-level.

  • C-suite14%
  • Founder / Owner28%
  • Director / Head of28%
  • Manager / Lead312%
  • Engineer · IC415%
  • Other roles1454%

Of 26 speakers · classified by free-text title

Most-represented companies
#CompanyRolesSpeakers
1ZalandoSponsor · Platinum2
2ChecklySponsor · Platinum1
3Dash0Sponsor · Platinum1
4GoogleSponsor · Open Access1
5HoneycombSponsor · Gold1
6LangfuseSponsor · Gold1
7Nobl9Sponsor · Gold1
8OllyGardenSponsor · Gold1
9PagerDutySponsor · Gold1
10BraintrustSponsor · Gold-
11CoralogixSponsor · Gold-
12INNOQSponsor · Silver-
13MutagentSponsor · Silver-
14Polar SignalsSponsor · Gold-
Sponsors by tier
platinum3
19% of 16
gold10
63% of 16
silver2
13% of 16
open access1
6% of 16
At peer events but not here

These companies sponsored two or more peer events recently, but aren't on this program. For an organizer, that's a list of warm prospects.

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