Why are we investing in Llama Stack when LangChain, LangFlow, or CrewAI already exist? I've been asked this question a few times already. Luckily, Adel Zaalouk and Tushar Katarki just wrote the answer, so I don't have to. 😅 Think Kubernetes: before it, you could run

However, overusing the mock can cause bugs in production if not tested with real services in staging environments. Read more 👉 lttr.ai/AjtDW #E2ETesting #ApiEffectively #IntegrationTesting

In simple terms, a scope is required to create coroutines and execute tasks. Read more 👉 lttr.ai/AjtDk #Kotlin #KotlinDeveloper #PerformantCode

Spring Modulith provides ApplicationModules class that provides verify() method to ascertain whether the application is built in accordance with Spring Modulith constraints. Read more lttr.ai/Ajuki #DomainDrivenDesign #SpringFramework #SpringBoot

Infix functions can make your code look more like a natural language, which can improve readability. Read more 👉 lttr.ai/AjulF #Kotlin #Infix #InfixFunction

Using it is a hack and a shortcut that will backfire while not saving you much time at the time of writing using it. Read more 👉 lttr.ai/AjwKG #Kotlin #AcceptNullableValues #ProgrammingLanguages

Spring is the better choice for deploying AI models within enterprise environments where security, scalability, and complex business workflows are necessary. Read more 👉 lttr.ai/AjyhF #AiDomain #AiLibraries #AI

Many experienced engineers and engineering leaders have great judgment, and great intuition, but nonetheless deploy flawed strategy because they've anchored on their memory of how things work rather than noticing how things have changed over time. lttr.ai/AakaL

Think of it as a “speed limit” for how many tasks (coroutines) can work at the same time using a dispatcher. Read more 👉 lttr.ai/Aj93t #Kotlin #KotlinCoroutines #BackgroundTasks

This should be fixed by using a dispatcher that is designed for blocking calls, like Dispatchers.IO Read more 👉 lttr.ai/Aj97g #Kotlin #TrackBlockingCalls #NonBlockingDispatchers

For data-heavy tasks like H2 database simulations, energy savings were most pronounced when using GraalVM’s default configurations. Read more 👉 lttr.ai/AkBeB #GraalvmLeads #CodePerformance #GraalVM

Avoid tightly coupling your application to specific versions of dependencies. Read more 👉 lttr.ai/AkLTc #PerfectTouch #Java #Devchallenge

Coming up 19th November with Bruno Souza dubjug.org #java #dubjug

All software engineers construct mental models of how the system runs and fails. Read more 👉 lttr.ai/Ak42i #Resilience #SeniorMember #Culture&Methods

In real-time streaming analytics, complex event processing helps to establish patterns and trends in data as it arrives. Read more 👉 lttr.ai/Ak48Z #StreamingDataProcessing #ApacheFlink #DataProcessing

This docker-compose file contains the configurations to pull the Kafka container and its dependency, the Zookeeper container. Read more 👉 lttr.ai/AlAEN #KafkaContainer #Docker #Kafka

Structured logging has become essential in modern applications to simplify the analysis of logs and improve observability. Read more 👉 lttr.ai/AlAKR #StructuredLogging #TraditionalLogging #SpringFramework6

A library is like a strawberry on a cake—sweet, but it spoils faster than the cake itself. Build your app to outlast its dependencies Read more 👉 lttr.ai/AlCfj #PerfectTouch #Java #Devchallenge

Organizations should consider adopting cell-based architecture to achieve specific business goals, such as improving customer satisfaction by improving the technology platform's stability. lttr.ai/AlIu8 #CellBasedArchitecture #Architecture&Design #Observability

Communication and alignment with stakeholders are crucial for any engineering team’s success. Read more 👉 lttr.ai/Aa3Kw #TeamWork #RitualMeetings #SweetSpot #TimeManagement