💡 72% of organizations have adopted AI, yet most are stuck in “pilot purgatory”!

The reason? It’s rarely a technology problem- it’s a flow problem.

As this #InfoQ article explores, AI is a force multiplier: if your organization is dysfunctional, AI will simply amplify that dysfunction at scale. 📈

The real shift isn’t just #AIadoption - it’s moving toward #FastFlow by: ✅ Defining clear domain boundaries ✅ Engineering context

📖 Read the deep dive: https://bit.ly/4qdZMVt

#SoftwareArchitecture #AIArchitecture #AI

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𝑇ℎ𝑖𝑠 𝑎𝑟𝑡𝑖𝑐𝑙𝑒 𝑤𝑎𝑠 𝑤𝑟𝑖𝑡𝑡𝑒𝑛 𝑏𝑦 𝑝𝑎𝑟𝑡𝑖𝑐𝑖𝑝𝑎𝑛𝑡𝑠 𝑜𝑓 𝑡ℎ𝑒 𝑜𝑛𝑙𝑖𝑛𝑒 𝐼𝑛𝑓𝑜𝑄 𝐶𝑒𝑟𝑡𝑖𝑓𝑖𝑒𝑑 𝐴𝑟𝑐ℎ𝑖𝑡𝑒𝑐𝑡 𝑃𝑟𝑜𝑔𝑟𝑎𝑚. 𝐼𝑡 𝑟𝑒𝑝𝑟𝑒𝑠𝑒𝑛𝑡𝑠 𝑡ℎ𝑒 𝑐𝑎𝑝𝑠𝑡𝑜𝑛𝑒 𝑜𝑓 𝑡ℎ𝑒𝑖𝑟 𝑤𝑜𝑟𝑘, 𝑟𝑒𝑓𝑙𝑒𝑐𝑡𝑖𝑛𝑔 𝑡ℎ𝑒 𝑐𝑜ℎ𝑜𝑟𝑡'𝑠 𝑐𝑜𝑙𝑙𝑒𝑐𝑡𝑖𝑣𝑒 𝑙𝑒𝑎𝑟𝑛𝑖𝑛𝑔𝑠 𝑜𝑛 𝑡ℎ𝑒 𝑖𝑛𝑡𝑒𝑟𝑠𝑒𝑐𝑡𝑖𝑜𝑛 𝑜𝑓 𝐴𝐼 𝑎𝑛𝑑 𝑚𝑜𝑑𝑒𝑟𝑛 𝑠𝑜𝑓𝑡𝑤𝑎𝑟𝑒 𝑎𝑟𝑐ℎ𝑖𝑡𝑒𝑐𝑡𝑢𝑟𝑒.

Fast, reliable delivery needs more than clean code – it needs the right socio-technical architecture. In his #SAGconf session, @crichardson shows how to start simple, evolve intentionally, and spot the signals that your structure needs to change. ✨

Learn more about his session 👉 https://t1p.de/huajb

#SAG2025 #SoftwareArchitecture #FastFlow #TeamTopology #SocioTechnical #iSAQB

Summer Sale Alert! 🚀

Enjoy 20% OFF on all Team Topologies Academy courses and bundles. Use code "SUMMER2025" by August 31st to gain insights into operational constraints, patterns, and thinking tools that accelerate team flow!

We're also extending our summer sale to groups by offering an extra 10% off on current group packages. Don’t miss out!

#TeamDynamics #DDD #EffectiveTeams #FastFlow #TeamTopologies

https://bit.ly/3N3pdZG

Why are teams with 🔚 to 🔚 ownership of a stream of work, more likely to achieve fast discovery and delivery of customer needs?

And how do we break down the work 🪓 into meaningful, mostly decoupled streams?

Find out in our 3h self-paced hashtag#TeamTopologies Distilled course 🎓 from Manuel Pais & Matthew Skelton. https://bit.ly/3glIZxR

#teamdynamics #fastflow #orgdesign #orgdynamics

Your people are key to advancing the #waysofworking in your organization towards #fastflow, which in turn drives up #TeamAutonomy & #EmployeeSatisfaction!

The industry has recognized #TeamTopologies as a key enabler of fast flow. Take advantage of the Team Topologies Academy group discounts to empower a group of employees to become enablers of fast flow in your organization.

All incoming group requests will receive an extra 10% off on current group packages by Aug 31 https://bit.ly/355VVpv

Summer Sale Alert! 🚀

Enjoy 15% OFF on all @TeamTopologies Academy courses and bundles. Use code "SUMMER2025" by August 31st to gain insights into operational constraints, patterns, and thinking tools that accelerate team flow!

We're also extending our summer sale to groups by offering an extra 10% off on current group packages. Don’t miss out!

#TeamDynamics #DDD #EffectiveTeams #FastFlow #TeamTopologies

https://bit.ly/3N3pdZG

You've invested in AI tools, but your skills gap keeps growing. Sound familiar?

Our latest guest writer, tech leader, facilitator, and ADHD coach, Georgina Shute, shares her experience at our CTO Craft Con roundtable, where 30 tech leaders tackled this exact challenge.

Read Georgina's article here — http://confluxhq.com/insight/tales-from-the-roundtable-ai-wont-close-the-skills-gap

#TeamTopologies #FastFlow #GenAI #TechLeadership #Conflux