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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18Speakers
12Sponsors
32On the bill · sessions
24Companies · in total
§I

Speakers

Programmed at Signals, in alphabetical order.
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
Honeycomb
Deniz Dalkilic
Software Engineer at Albert Heijn · Albert Heijn
Ehsan Khodadadi
Senior SRE at ING · ING
Hannes Lenke
Checkly
Heinrich Hartmann
Jemma Robertson
Technical Liaison for Engineering in the Strategies and Engagement team · Bloomberg
Judit Kisistók
ML Engineer at Hakio · Hakio
Kesha Mykhailov
Principal Engineer at Intercom/Fin · Intercom
Maria Vechtomova
Cauchy
Max Deichmann
Co-founder of Langfuse · Langfuse
Mirko Novakovic
Dash0
Mourjo Sen
Staff Software Engineer at Booking.com · Booking.com
Niall Murphy
Stanza
Niall Richard Murphy
Stanza
Rodrigue Schäfer
Delivery Hero
Sylvain Kalache
Rootly AI Labs
§II

Sponsors

The houses behind the program. Tiers as disclosed.
ChecklyPlatinum
Dash0Platinum
ZalandoPlatinum
BRAiNTRUSTGold
CoralogixGold
HoneycombGold
NOBL9Gold
OllyGardenGold
PagerDutyGold
Polar SignalsGold
TSUGAGold
GoogleOpen Access
§III

Agenda

Selected from 32 sessions on the bill.
  • 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

  • 10:45

    10x more code 20x more incidents?

  • 10:45

    LLMOps in the era of agentic coding

  • 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…

  • 11:15

    When 200 OK Is Not OK: Reliability Engineering for AI-Powered Systems

    AI systems fail semantically, not just at the infrastructure and availability layer. A RAG pipeline can return stale context that elevates hallucinations. An agent can loop and bur…

  • 11:45

    It didn't crash. It just didn't run.

    Every Monday at midnight, our forecasting pipelines kick off. By the time we get to the office, it's either a good week or a bloodbath. We prefer good weeks. This talk is about ho…

  • 11:45

    Teaching LLM how to review and approve code... like a Senior Engineer

    There's no doubt LLMs can generate plausible, working code - but can we trust them to review, let alone approve it? An LLM's innate desire to be a "helpful assistant" backfires in …

  • 13:15

    What Handcrafted Servers Taught Us About Handcrafted Code

    The cost of software has always been defined by the cost of its maintenance. The safest, cheapest way to change software has historically been to issue a steady drip of small diffs…

Intermission
Part the Second · For the Buyer

What does it mean when 24 companies show up, and 4 bet on three roles at once?

24 companies. four 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
4All threespeak · spons · exh
8Sponsoringsponsor only
12Companies Speakingspeaker only

The Triple-Threat

Checkly·Dash0·Honeycomb·Zalando

Speakers by seniority

11% of the speakers carry senior titles: C-suite, Founder, VP, or Director-level.

  • Founder / Owner16%
  • Director / Head of16%
  • Manager / Lead317%
  • Engineer · IC317%
  • Other roles1056%

Of 18 on the bill · classified by free-text title

Most-represented companies
  1. 01ChecklySp·P1V
  2. 02Dash0Sp·P1V
  3. 03HoneycombSp·G1V
  4. 04ZalandoSp·P1V
  5. 05BraintrustSp·G
  6. 06CoralogixSp·G
  7. 07GoogleSp·O
  8. 08NOBL9Sp·G
  9. 09OllyGardenSp·G
  10. 10PagerDutySp·G
  11. 11Polar SignalsSp·G
  12. 12TSUGASp·G
  13. 13Stanza2V
  14. 14Albert Heijn1V
Sponsors by tier
platinum3
25% of 12
gold8
67% of 12
open access1
8% of 12
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.

Related events · by shared sponsors