Pykonik | Tech Talks #81

We're happy to announce another Pykonik Tech Talks event! This time we welcome you at a new venue in the spaces of ECHO Miasta (Kapelanka 56)!

How to find us?

DO NOT enter the shopping mall!
Go around the building's left side and look for the gokarting track entrance.
Standing in front of the rotating door, look to the left and find Pykonik's logo on the door, this is the door leading to us!
Go onto the 2nd floor using the elevator or the staircase.

You can also expect lightning talks - up to ~5 min talks that anyone can give on pretty much any topic!

There is also a live stream planned!

Jakub Wasielak

Zero-Join Django: Denormalization with pgtrigger

Your API always needs the latest version of an object - but "latest" means sorting, joining, and hoping your ORM cooperates. We'll evolve our endpoints through four rounds of optimization, from N+1 chaos to a single-table read maintained by PostgreSQL triggers. Silk will be our judge.

Łukasz Taczuk

The Quest for Bad Apple on an Ikea Obegränsad Display

Oleg Szydłowski

LLMs tools orchestration with Assembly on Python

I would like to share some insights about LLMs tools orchestration problem and demonstrate https://github.com/electronick1/LLAssembly library in action.

Rather than having the LLM invoke tools repeatedly in a fixed sequence, LLAssembly asks the model to write complete execution plan up-front that includes conditionals, loops, and state tracking in assembly-like program that then initiates tools during emulation process, enabling complex control flow within a single agent invocation.

Janusz "Ivellios" Kamieński

DevOps: You own more than you think

Your "DevOps team" might be killing DevOps. Creating a dedicated team doesn't remove the wall between dev and ops - it just builds a second one. Pipelines and containers aren't the answer either. Through a story of a production disaster, this talk challenges what you think DevOps means - and why the way most organizations adopt DevOps may be working against them from the start. You'll leave with a clearer picture of what the CALMS framework and DORA model actually demand from your organization, what teams need to own beyond the code, and why DevOps is a mindset - not a job title.

Prelegenci

Jakub Wasielak

Python developer with a passion for community. Member, frequent speaker, and co-organiser of Pykonik. Coding in Python for 16 years, now an Engineering Manager at Relativity. In his spare time, a fantasy lover and organiser of the Krak-ON festival. His go-to answer to "What do you like most about programming?" - "People."

Łukasz Taczuk

Programista Pythona i C++ od ładnych parunastu lat. Ma za sobą udział jako prelegent w konferencjach takich jak SecurityBsides, 4Developers czy PyConPL oraz wiele, wiele lightning talków (Confidence, PyConPL, etc...). Organizator Nocy Informatyka w Krakowie. W lecie pływa na desce windsurfingowej, w zimie jeździ na monoski. Hackuje cały czas.

Oleg Szydłowski

Janusz "Ivellios" Kamieński

Python developer, journalist, TTRPG Game Master, and milkaholic. An active participant in dev communities and co-organizer of meetups and DevOps conferences in Poland. He’s always looking for ways to push DevOps into every project he touches. During the day, he levels up his experience at Splunk. When not tinkering with code, he runs TTRPG sessions, trains in Acro Yoga, and enjoys video or board games. Goes by the nickname "Ivellios".

Sponsorzy spotkania

Since 2012, Trail of Bits has helped secure some of the world’s most targeted organizations and products. They combine high-end security research with a real-world attacker mentality to reduce risk and fortify code.

See their website, blog and publications repository.

ECHO Miasta to nowa przestrzeń na mapie Krakowa, która powstaje z myślą o mieszkańcach głównie Ruczaju i Dębnik. Chcemy ją tworzoyć wspólnie z lokalną społecznością, organizacjami, instytucjami publicznymi i startupami.