Event group

Pycon Archive 2025

Rollup page for related agenda records under Pycon Archive 2025.

Direct answer: 47 related records and 694 agenda items are grouped here.

Related records47

All slices for this event.

Usable records46

Usable agenda slices.

Strong records5

Gold/silver strong records.

Agenda items694

Combined extracted items.

Best score50

Best related record.

Related Records

Related records may include overview, day schedule, track, and session-detail pages.

PyCon US - Open Spaces (Friday-Sunday)50

This action-oriented convening in Technology / AI / Startup shows 80 visible agenda rows from pycon-archive.python.org and scores 50/100: a promising public-evidence design, still below the strong-evidence threshold. The clearest public signals sit in Future-of-Work Fit and Network Design; the...

Technology / AI / StartupAction-oriented ConveningGES 5080 Agenda ItemsPublication Polished

Source: pycon-archive.python.org

This broadcast-heavy conference in Technology / AI / Startup shows 80 visible agenda rows from pycon-archive.python.org and scores 41/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Learning Transfer and Future-of-Work Fit; the main limits are Follow...

Technology / AI / StartupBroadcast-heavy ConferenceGES 4180 Agenda ItemsPublication Polished

Source: pycon-archive.python.org

PyCon US - Back to foundations: Automated testing with Python38

This applied learning or working session in Technology / AI / Startup shows 13 visible agenda rows from pycon-archive.python.org and scores 38/100: a thin but inspectable design signal. The clearest public signals sit in Participation Architecture and Problem Specificity; the main limits are...

Technology / AI / StartupApplied Learning or Working SessionGES 3813 Agenda ItemsPublication Polished

Source: pycon-archive.python.org

PyCon US - Tutorials (Wed. and Thurs.)36

This broadcast-heavy conference in Technology / AI / Startup shows 34 visible agenda rows from pycon-archive.python.org and scores 36/100: a thin but inspectable design signal. The clearest public signals sit in Learning Transfer and Future-of-Work Fit; the main limits are Follow Through and...

Technology / AI / StartupBroadcast-heavy ConferenceGES 3634 Agenda ItemsPublication Polished

Source: pycon-archive.python.org

PyCon US - Talks (Friday - Sunday)33

This broadcast-heavy conference in Technology / AI / Startup shows 80 visible agenda rows from pycon-archive.python.org and scores 33/100: a thin but inspectable design signal. The clearest public signals sit in Future-of-Work Fit and Network Design; the main limits are Follow Through and...

Technology / AI / StartupBroadcast-heavy ConferenceGES 3380 Agenda ItemsPublication Polished

Source: pycon-archive.python.org

PyCon US - Back to foundations: Automated testing with Python33

This applied learning or working session in Technology / AI / Startup shows 11 visible agenda rows from pycon-archive.python.org and scores 33/100: a thin but inspectable design signal. The clearest public signals sit in Participation Architecture and Problem Specificity; the main limits are...

Technology / AI / StartupApplied Learning or Working SessionGES 3311 Agenda ItemsPublication Polished

Source: pycon-archive.python.org

PyCon US - Back to foundations: Automated testing with Python33

This applied learning or working session in Technology / AI / Startup shows 10 visible agenda rows from pycon-archive.python.org and scores 33/100: a thin but inspectable design signal. The clearest public signals sit in Participation Architecture and Problem Specificity; the main limits are...

Technology / AI / StartupApplied Learning or Working SessionGES 3310 Agenda ItemsPublication Polished

Source: pycon-archive.python.org

PyCon US - Back to foundations: Automated testing with Python32

This applied learning or working session in Technology / AI / Startup shows 10 visible agenda rows from pycon-archive.python.org and scores 32/100: a thin but inspectable design signal. The clearest public signals sit in Participation Architecture and Learning Transfer; the main limits are Follow...

Technology / AI / StartupApplied Learning or Working SessionGES 3210 Agenda ItemsPublication Polished

Source: pycon-archive.python.org

PyCon US - Back to foundations: Automated testing with Python31

This applied learning or working session in Technology / AI / Startup shows 13 visible agenda rows from pycon-archive.python.org and scores 31/100: a thin but inspectable design signal. The clearest public signals sit in Participation Architecture and Learning Transfer; the main limits are Follow...

Technology / AI / StartupApplied Learning or Working SessionGES 3113 Agenda ItemsPublication Polished

Source: pycon-archive.python.org

PyCon US - Back to foundations: Automated testing with Python30

This applied learning or working session in Technology / AI / Startup shows 13 visible agenda rows from pycon-archive.python.org and scores 30/100: a thin but inspectable design signal. The clearest public signals sit in Participation Architecture and Learning Transfer; the main limits are Follow...

Technology / AI / StartupApplied Learning or Working SessionGES 3013 Agenda ItemsPublication Polished

Source: pycon-archive.python.org

PyCon US - Back to foundations: Automated testing with Python30

This applied learning or working session in Technology / AI / Startup shows 11 visible agenda rows from pycon-archive.python.org and scores 30/100: a thin but inspectable design signal. The clearest public signals sit in Participation Architecture and Future-of-Work Fit; the main limits are Follow...

Technology / AI / StartupApplied Learning or Working SessionGES 3011 Agenda ItemsPublication Polished

Source: pycon-archive.python.org

PyCon US - Posters (Sunday)30

This lead or directory source in Technology / AI / Startup shows 18 visible agenda rows from pycon-archive.python.org and scores 30/100: a thin but inspectable design signal. The clearest public signals sit in Participation Architecture and Problem Specificity; the main limits are Follow Through...

Technology / AI / StartupLead or Directory SourceGES 3018 Agenda ItemsPublication PolishedLead/source Warning

Source: pycon-archive.python.org

PyCon US - Back to foundations: Automated testing with Python28

This applied learning or working session in Technology / AI / Startup shows 12 visible agenda rows from pycon-archive.python.org and scores 28/100: a weak visible outcome architecture. The clearest public signals sit in Participation Architecture and Future-of-Work Fit; the main limits are Follow...

Technology / AI / StartupApplied Learning or Working SessionGES 2812 Agenda ItemsPublication Polished

Source: pycon-archive.python.org

PyCon US - Back to foundations: Automated testing with Python28

This applied learning or working session in Technology / AI / Startup shows 11 visible agenda rows from pycon-archive.python.org and scores 28/100: a weak visible outcome architecture. The clearest public signals sit in Participation Architecture and Future-of-Work Fit; the main limits are Follow...

Technology / AI / StartupApplied Learning or Working SessionGES 2811 Agenda ItemsPublication Polished

Source: pycon-archive.python.org

PyCon US - Back to foundations: Automated testing with Python28

This applied learning or working session in Technology / AI / Startup shows 10 visible agenda rows from pycon-archive.python.org and scores 28/100: a weak visible outcome architecture. The clearest public signals sit in Participation Architecture and Future-of-Work Fit; the main limits are Follow...

Technology / AI / StartupApplied Learning or Working SessionGES 2810 Agenda ItemsPublication Polished

Source: pycon-archive.python.org

PyCon US - Back to foundations: Automated testing with Python27

This applied learning or working session in Technology / AI / Startup shows 10 visible agenda rows from pycon-archive.python.org and scores 27/100: a weak visible outcome architecture. The clearest public signals sit in Participation Architecture and Problem Specificity; the main limits are Follow...

Technology / AI / StartupApplied Learning or Working SessionGES 2710 Agenda ItemsPublication Polished

Source: pycon-archive.python.org

PyCon US - Back to foundations: Automated testing with Python26

This applied learning or working session in Technology / AI / Startup shows 12 visible agenda rows from pycon-archive.python.org and scores 26/100: a weak visible outcome architecture. The clearest public signals sit in Participation Architecture and Future-of-Work Fit; the main limits are Follow...

Technology / AI / StartupApplied Learning or Working SessionGES 2612 Agenda ItemsPublication Polished

Source: pycon-archive.python.org

PyCon US - AI crash course for Python developers26

This applied learning or working session in Technology / AI / Startup shows 10 visible agenda rows from pycon-archive.python.org and scores 26/100: a weak visible outcome architecture. The clearest public signals sit in Participation Architecture and Future-of-Work Fit; the main limits are Follow...

Technology / AI / StartupApplied Learning or Working SessionGES 2610 Agenda ItemsPublication Polished

Source: pycon-archive.python.org

PyCon US - Back to foundations: Automated testing with Python26

This applied learning or working session in Technology / AI / Startup shows 10 visible agenda rows from pycon-archive.python.org and scores 26/100: a weak visible outcome architecture. The clearest public signals sit in Participation Architecture and Future-of-Work Fit; the main limits are Follow...

Technology / AI / StartupApplied Learning or Working SessionGES 2610 Agenda ItemsPublication Polished

Source: pycon-archive.python.org

PyCon US - Back to foundations: Automated testing with Python26

This applied learning or working session in Technology / AI / Startup shows 10 visible agenda rows from pycon-archive.python.org and scores 26/100: a weak visible outcome architecture. The clearest public signals sit in Participation Architecture and Future-of-Work Fit; the main limits are Follow...

Technology / AI / StartupApplied Learning or Working SessionGES 2610 Agenda ItemsPublication Polished

Source: pycon-archive.python.org

PyCon US - Back to foundations: Automated testing with Python26

This applied learning or working session in Technology / AI / Startup shows 10 visible agenda rows from pycon-archive.python.org and scores 26/100: a weak visible outcome architecture. The clearest public signals sit in Participation Architecture and Future-of-Work Fit; the main limits are Follow...

Technology / AI / StartupApplied Learning or Working SessionGES 2610 Agenda ItemsPublication Polished

Source: pycon-archive.python.org

PyCon US - Back to foundations: Automated testing with Python26

This applied learning or working session in Technology / AI / Startup shows 11 visible agenda rows from pycon-archive.python.org and scores 26/100: a weak visible outcome architecture. The clearest public signals sit in Participation Architecture and Problem Specificity; the main limits are Follow...

Technology / AI / StartupApplied Learning or Working SessionGES 2611 Agenda ItemsPublication Polished

Source: pycon-archive.python.org

PyCon US - Back to foundations: Automated testing with Python25

This culture media festival agenda in Technology / AI / Startup shows 9 visible agenda rows from pycon-archive.python.org and scores 25/100: a weak visible outcome architecture. The clearest public signals sit in Participation Architecture and Problem Specificity; the main limits are Follow...

Technology / AI / StartupCulture Media Festival AgendaGES 259 Agenda ItemsPublication Polished

Source: pycon-archive.python.org

PyCon US - Back to foundations: Automated testing with Python25

This mixed-format event agenda in Technology / AI / Startup shows 9 visible agenda rows from pycon-archive.python.org and scores 25/100: a weak visible outcome architecture. The clearest public signals sit in Participation Architecture and Future-of-Work Fit; the main limits are Follow Through and...

Technology / AI / StartupMixed-format Event AgendaGES 259 Agenda ItemsPublication Polished

Source: pycon-archive.python.org

PyCon US - Back to foundations: Automated testing with Python24

This applied learning or working session in Technology / AI / Startup shows 11 visible agenda rows from pycon-archive.python.org and scores 24/100: a weak visible outcome architecture. The clearest public signals sit in Participation Architecture and Future-of-Work Fit; the main limits are Follow...

Technology / AI / StartupApplied Learning or Working SessionGES 2411 Agenda ItemsPublication Polished

Source: pycon-archive.python.org

PyCon US - Back to foundations: Automated testing with Python24

This applied learning or working session in Technology / AI / Startup shows 10 visible agenda rows from pycon-archive.python.org and scores 24/100: a weak visible outcome architecture. The clearest public signals sit in Participation Architecture and Future-of-Work Fit; the main limits are Follow...

Technology / AI / StartupApplied Learning or Working SessionGES 2410 Agenda ItemsPublication Polished

Source: pycon-archive.python.org

PyCon US - Back to foundations: Automated testing with Python24

This applied learning or working session in Technology / AI / Startup shows 10 visible agenda rows from pycon-archive.python.org and scores 24/100: a weak visible outcome architecture. The clearest public signals sit in Participation Architecture and Future-of-Work Fit; the main limits are Follow...

Technology / AI / StartupApplied Learning or Working SessionGES 2410 Agenda ItemsPublication Polished

Source: pycon-archive.python.org

PyCon US - Back to foundations: Automated testing with Python24

This applied learning or working session in Technology / AI / Startup shows 9 visible agenda rows from pycon-archive.python.org and scores 24/100: a weak visible outcome architecture. The clearest public signals sit in Participation Architecture and Future-of-Work Fit; the main limits are Follow...

Technology / AI / StartupApplied Learning or Working SessionGES 249 Agenda ItemsPublication Polished

Source: pycon-archive.python.org

PyCon US - Back to foundations: Automated testing with Python24

This lead or directory source in Technology / AI / Startup shows 9 visible agenda rows from pycon-archive.python.org and scores 24/100: a weak visible outcome architecture. The clearest public signals sit in Future-of-Work Fit and Participation Architecture; the main limits are Follow Through and...

Technology / AI / StartupLead or Directory SourceGES 249 Agenda ItemsPublication PolishedLead/source Warning

Source: pycon-archive.python.org

PyCon US - Back to foundations: Automated testing with Python24

This mixed-format event agenda in Technology / AI / Startup shows 8 visible agenda rows from pycon-archive.python.org and scores 24/100: a weak visible outcome architecture. The clearest public signals sit in Problem Specificity and Participation Architecture; the main limits are Follow Through...

Technology / AI / StartupMixed-format Event AgendaGES 248 Agenda ItemsPublication Polished

Source: pycon-archive.python.org

PyCon US - Back to foundations: Automated testing with Python24

This lead or directory source in Technology / AI / Startup shows 8 visible agenda rows from pycon-archive.python.org and scores 24/100: a weak visible outcome architecture. The clearest public signals sit in Problem Specificity and Future-of-Work Fit; the main limits are Follow Through and...

Technology / AI / StartupLead or Directory SourceGES 248 Agenda ItemsPublication PolishedLead/source Warning

Source: pycon-archive.python.org

PyCon US - Back to foundations: Automated testing with Python23

This mixed-format event agenda in Technology / AI / Startup shows 9 visible agenda rows from pycon-archive.python.org and scores 23/100: a weak visible outcome architecture. The clearest public signals sit in Network Design and Participation Architecture; the main limits are Follow Through and...

Technology / AI / StartupMixed-format Event AgendaGES 239 Agenda ItemsPublication Polished

Source: pycon-archive.python.org

PyCon US - Back to foundations: Automated testing with Python23

This lead or directory source in Technology / AI / Startup shows 8 visible agenda rows from pycon-archive.python.org and scores 23/100: a weak visible outcome architecture. The clearest public signals sit in Problem Specificity and Participation Architecture; the main limits are Follow Through and...

Technology / AI / StartupLead or Directory SourceGES 238 Agenda ItemsPublication PolishedLead/source Warning

Source: pycon-archive.python.org

PyCon US - Back to foundations: Automated testing with Python23

This lead or directory source in Technology / AI / Startup shows 8 visible agenda rows from pycon-archive.python.org and scores 23/100: a weak visible outcome architecture. The clearest public signals sit in Future-of-Work Fit and Participation Architecture; the main limits are Follow Through and...

Technology / AI / StartupLead or Directory SourceGES 238 Agenda ItemsPublication PolishedLead/source Warning

Source: pycon-archive.python.org

PyCon US - Back to foundations: Automated testing with Python23

This culture media festival agenda in Technology / AI / Startup shows 8 visible agenda rows from pycon-archive.python.org and scores 23/100: a weak visible outcome architecture. The clearest public signals sit in Problem Specificity and Participation Architecture; the main limits are Follow...

Technology / AI / StartupCulture Media Festival AgendaGES 238 Agenda ItemsPublication Polished

Source: pycon-archive.python.org

PyCon US - Back to foundations: Automated testing with Python22

This lead or directory source in Technology / AI / Startup shows 8 visible agenda rows from pycon-archive.python.org and scores 22/100: a weak visible outcome architecture. The clearest public signals sit in Future-of-Work Fit and Participation Architecture; the main limits are Follow Through and...

Technology / AI / StartupLead or Directory SourceGES 228 Agenda ItemsPublication PolishedLead/source Warning

Source: pycon-archive.python.org

PyCon US - Back to foundations: Automated testing with Python22

This mixed-format event agenda in Technology / AI / Startup shows 8 visible agenda rows from pycon-archive.python.org and scores 22/100: a weak visible outcome architecture. The clearest public signals sit in Future-of-Work Fit and Participation Architecture; the main limits are Follow Through and...

Technology / AI / StartupMixed-format Event AgendaGES 228 Agenda ItemsPublication Polished

Source: pycon-archive.python.org

PyCon US - Back to foundations: Automated testing with Python22

This lead or directory source in Technology / AI / Startup shows 8 visible agenda rows from pycon-archive.python.org and scores 22/100: a weak visible outcome architecture. The clearest public signals sit in Problem Specificity and Participation Architecture; the main limits are Follow Through and...

Technology / AI / StartupLead or Directory SourceGES 228 Agenda ItemsPublication PolishedLead/source Warning

Source: pycon-archive.python.org

PyCon US - Sponsor Presentations (Thursday)22

This lead or directory source in Unknown shows 10 visible agenda rows from pycon-archive.python.org and scores 22/100: a weak visible outcome architecture. The clearest public signals sit in Future-of-Work Fit and Problem Specificity; the main limits are Follow Through and Learning Transfer....

UnknownLead or Directory SourceGES 2210 Agenda ItemsLead/source Warning

Source: pycon-archive.python.org

PyCon US - Back to foundations: Automated testing with Python22

This mixed-format event agenda in Technology / AI / Startup shows 9 visible agenda rows from pycon-archive.python.org and scores 22/100: a weak visible outcome architecture. The clearest public signals sit in Participation Architecture and Future-of-Work Fit; the main limits are Follow Through and...

Technology / AI / StartupMixed-format Event AgendaGES 229 Agenda ItemsPublication Polished

Source: pycon-archive.python.org

How To Read The Corpus

The site is built for readers first: plain terms, source links, visible limitations, and role-specific next steps.

Agenda records

Source pages or agenda slices captured from public event sites. One large event may produce several records.

Event groups

Deduplicated clusters that gather related agenda, day, track, session, and source pages for one event.

GES

The Gathering Effectiveness Score: a strict 0-100 public-evidence reading of visible outcome architecture, not an award or causal proof claim.

Primary source

The source URL is the evidence trail. Open it before using a record for decisions, sponsorship, research, or comparison.

Choose Your Path

The same corpus answers different questions depending on whether you own, fund, design, sponsor, or package events.

Event ownersStart

Benchmark the agenda before the budget is locked.

Inspect whether the agenda creates qualified movement, not just visibility.

Event designersDesign

Turn passive blocks into participant work and proof loops.

Require outcomes, owners, and follow-through before another big room.

Data partnersData

Turn public event listings into agenda intelligence.

Answer Engine Notes

What is an event group rollup?

It groups related agenda slices that appear to belong to the same event.

Why are there multiple records?

Public event sites often expose overview, day, track, session, and schedule pages separately.