Dream teams

“Over two years we conducted 200+ interviews with Googlers (our employees) and looked at more than 250 attributes of 180+ active Google teams. We were pretty confident that we’d find the perfect mix of individual traits and skills necessary for a stellar team — take one Rhodes Scholar, two extroverts, one engineer who rocks at AngularJS, and a PhD. Voila. Dream team assembled, right?

We were dead wrong. Who is on a team matters less than how the team members interact, structure their work, and view their contributions. So much for that magical algorithm.”

https://rework.withgoogle.com/guides/understanding-team-effectiveness/steps/introduction/

Measuring Productivity

Utilization is defined as the amount of an employee’s available time that’s used for productive, billable work, expressed as a percentage. An employee’s utilization rate is a critical metric for organizations to track.

(Source: Google)

Queue Theory in math tells us that as utilization approaches 100%, lead times approach infinity. [Lead Time is “how fast work can be completed”]

(Source:  Accelerate by Forsgren, Humble, Kim, et al. 2018)

So, be a good employee and ring the bell soon enough and take some slack time!

Kölner Schuldesaster

Auch dieses Jahr müssen viele Zehnjährige lange Schulwege in Kauf nehmen um ihrer Schulpflicht nachkommen zu können.

Die Schulwege bleiben dabei extrem gefährlich. Durch den tonnenschweren, privaten Individualverkehr kann die Altersgruppe  der 10-14 Jährigen sich nicht ungefährdet im städtischen Raum bewegen.

https://www.report-k.de/Wirtschaftsnachrichten/Bildung/695-Schuelerinnen-und-Schueler-erhalten-2021-keinen-Platz-an-einer-Koelner-Gesamtschule-140970

 

https://www.report-k.de/Wirtschaftsnachrichten/Bildung/Stadtverwaltung-agiert-bei-der-Vergabe-der-Gymnasialplaetze-ohne-Ruecksprache-mit-Koelner-Politik-142822

Mitmachen. Bürgerprojekt zur Ermittlung von Luftschadstoffen.

“Das Citizen Science Projekt SMARAGD (Sensoren zur Messung von Aerosolen und reaktiven Gasen und Analyse ihrer Auswirkung auf die Gesundheit) ist ein Gemeinschaftsprojekt des Forschungszentrum Jülich (FZJ), des Helmholtz-Zentrum für Infektionsforschung (HZI) und des Helmholtz Zentrum München (HMGU), welches gemeinsam mit den Bürgerwissenschaftsgruppen des OK Lab Köln und der Cologne School of AI geplant und durchgeführt wird. Dabei sollen Daten zu Luftschadstoffen im Großraum Köln mit Gesundheitsdaten in Zusammenhang gesetzt werden

Kontaktieren Sie uns per Mail über smaragd@helmholtz-hzi.de, um von unserem Studienteam weitere Informationen zu erhalten und sich für das Projekt registrieren zu lassen.”

Fast alle Kölner können sich um eine Teilnahme bewerben. Man benötigt einen Platz um die Messtation draußen anzubringen und ein funktionierendes WLAN,  um Daten übermitteln zu können.

https://www.fz-juelich.de/iek/iek-8/DE/UeberUns/Projekte/SMARAGD/SMARAGD_node.html

Facebook. Have I been pwned?

“In April 2021, a large data set of over 500 million Facebook users was made freely available for download. Encompassing approximately 20% of Facebook’s subscribers, the data was allegedly obtained by exploiting a vulnerability Facebook advises they rectified in August 2019. The primary value of the data is the association of phone numbers to identities; whilst each record included phone, only 2.5 million contained an email address. Most records contained names and genders with many also including dates of birth, location, relationship status and employer.”

https://haveibeenpwned.com/PwnedWebsites#Facebook

Maximizing Developer Effectiveness

After commitment, measurement and empowerment comes scaling.

https://martinfowler.com/articles/developer-effectiveness.html

Working environment

“When we look into these scenarios, a primary reason for the problems is that the engineering organization has neglected to provide developers with an effective working environment. While transforming, they have introduced too many new processes, too many new tools and new technologies, which has led to increased complexity and added friction in their everyday tasks.”

Micro Feedback Loops

“I recommend focusing on optimizing these loops, making them fast and simple. Measure the length of the feedback loop, the constraints, and the resulting outcome. When new tools and techniques are introduced, these metrics can clearly show the degree to which developer effectiveness is improved or at least isn’t worse.”

“The key loops I have identified are:

“It is hard to explain to management why we have to focus on such small problems. Why do we have to invest time to optimize a compile stage with a two minute runtime to instead take only 15 seconds? This might be a lot of work, perhaps requiring a system to be decoupled into independent components. It is much easier to understand optimizing something that is taking two days as something worth taking on.”