Broke out of browser prison today.

​When you’re trying to build a true local-first ecosystem, you quickly realize modern browsers are basically giant, overprotective daycare centers. Trying to handle heavy local downloads, file streams, and background processing inside a standard web tab means constantly slamming into rigid security sandboxes. It's exactly like spending a day at the beach—sure, the view is nice, but eventually, you end up with a metric ton of annoying sand inside your shoes, making it impossible to move forward. 🏖️👟

​The Fix: I stopped trying to force the browser to do things it natively hates. Instead, the UI handles the clean frontend display, while a dedicated local background service/daemon takes care of the actual heavy lifting.

​No more sandbox limitations, no more sand in the shoes, and complete local file control. If you want true software independence, you have to escape the beach. 🛠️

​#WebDev #Nextjs #LocalFirst #SoftwareArchitecture #BuildInPublic #CipherCTS

LLMs are powerful code generators, but their lack of causal understanding means they often miss implicit constraints and critical business rules. This post dives into how architectural fragility emerges, from schema evolution nightmares to CAP theorem trade-offs, underscoring why human domain expertise remains indispensable for robust distributed systems.

https://www.tpp.blog/15nxucw

#AI #llm #softwarearchitecture

🤖 This post was AI-generated.

Local-first architecture changes the web app experience.

Learn practical approaches for:
• Offline-first design
• Background synchronization
• Local persistence
• Conflict resolution

Don't miss Jack Arens at Nebraska.Code().

https://nebraskacode.amegala.com/

#SoftwareArchitecture #WebDev #Tech

Your org chart may be designing your software more than your architects are.

Learn how to help teams diagnose architecture at the source.

https://jeffbailey.us/blog/2026/05/13/how-do-i-use-conways-law/

#SoftwareArchitecture #ConwaysLaw #TechnicalLeadership #SystemsThinking #TeamTopologies #DistributedSystems #Architecture

Rysowanie diagramów architektonicznych może być miłe... ale może też nie być, jeśli nie mamy dobrego narzędzia. Czy #DiagramsJS takim jest? To zależy, ale jest miłe w utrzymaniu - mamy tutaj do czynienia z kodem, który można wrzucić na repozytorium.

#SoftwareArchitecture

https://diagrams-js.hatemhosny.dev/

When recurring 10–15 second outages made the database behind #LinkedIn’s user feed briefly unavailable - with no useful logs - engineers turned to off-CPU profiling with #eBPF to find the root cause.

The failures were ephemeral, patternless, and had no clear external trigger.

Here is how they solved it ⇨ https://bit.ly/3PS1RtN

#InfoQ #SoftwareArchitecture #Profilers #Monitoring #Database

Every system has two layers that look like one. The technology layer (language, runtime, platform) is visible. The architecture layer (data model, ownership, failure modes) is invisible.

Most rewrites change the technology and preserve the architecture. The new codebase is faster for six months because it has no features. Then the same problems return in a new language.

Netscape proved this. So did most rewrites since.

#softwarearchitecture #softwaredesign

https://simplicityfirstphilosophy.substack.com/p/the-rewrite-trap-why-rebuilding-the

#Uber updated its Uber Eats Home Feed recommendation system using near real-time user sequence features and a Generative Recommender model.

By moving from hand-crafted features to a transformer-based sequence model, the system reduces feature freshness latency from ~24 hours to seconds.

🔗 Learn more about the update and the architecture behind it on #InfoQ ⇨ https://bit.ly/4dCly1K

#SoftwareArchitecture #DistributedSystems #MachineLearning #MLOps

Artykuł przestrzegający przed bezrefleksyjnym generowaniem kodu przez #AI. Nie w ogóle przed całym procederem - kod z AI może być w porządku, o ile trzymamy nad nim kontrolę i nie doprowadzimy do "rozstrukturyzowania" go.

#programowanie #SoftwareArchitecture

https://towardsdatascience.com/the-black-box-problem-why-ai-generated-code-stops-being-maintainable/

This #InfoQ article examines how #ApacheKafka is evolving toward a #CloudNative architecture through tiered storage, elastic consumers, virtual clusters, and diskless storage proposals.

Read now: https://bit.ly/4u0hZr0

#AI #CloudComputing #kafkastreams #softwarearchitecture