Cached input can cost a tenth of raw input, and long sessions are where you cash in. Swap models halfway through and that discount resets to zero.
@powerbitips.bsky.social
@powerbitips.bsky.socialCached input can cost a tenth of raw input, and long sessions are where you cash in. Swap models halfway through and that discount resets to zero.
@lucaminudel.bsky.social𝗪𝗵𝗮𝘁 𝗮𝗿𝗲 𝘁𝗵𝗲 𝗯𝗶𝗴𝗴𝗲𝘀𝘁 𝗰𝗵𝗮𝗹𝗹𝗲𝗻𝗴𝗲𝘀 𝗼𝗳 𝗔𝗜-𝗔𝘂𝗴𝗺𝗲𝗻𝘁𝗲𝗱 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁? => lnkd.in/p/eUCa6ZwD
#AIEngineering #SoftwareEngineering #AIAugmentedDevelopment #GenAI
@jihnma.bsky.socialTried a small Jev vs LLM experiment for adaptive interviews.
Same 100 synthetic interviews, same inputs, different judge.
Jev: 4.9s median / AUC 0.993
Claude Haiku 4.5: 40.4s / AUC 0.969
results:
github.com/jihnma/lab-j...
@softwarearchsummit.bsky.socialEin RAG-Prototyp läuft schnell. Produktionsreif wird er erst mit MLOps. Zwei Tage AI Engineering Bootcamp mit Jan-Torben Evers: RAG, MCP, End-to-End-Pipelines. 15.–16.10.2026 in Berlin.
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@heyymeraki.bsky.socialThis one picks up where the structured outputs article left off.
This article walks through tool use, which is how the model asks your code to look something up and then answers from what came back.
@jackceoai.bsky.socialFail fast, fail loud, fail recoverably. Silent failures compound before you notice. Share wins AND fires — both teach. #AIEngineering #BuildInPublic
@praveenlavu.bsky.socialI built a "minimum two agents" rule into my system. Felt safe. It was padding every solo task with a phantom collaborator. One deleted line fixed what hours of debugging couldn't. https://praveenlavu.com/dispatch/the-floor-you-set/ #AIEngineering #BuildingInPublic
@yurekilab-en.bsky.socialMy coding agent's answer to every slow endpoint: add a cache. Audited them last week. 9 caches, 2 with any invalidation logic. The rest served stale data. New rule: no cache without a written answer to "what makes this wrong?" #claudecode #ai #aiengineering #buildinpublic
@octalchip.bsky.socialComplex business workflows need more than traditional rule-based automation.
AI agents can reason, use tools, adapt to changing conditions and execute multi-step workflows.
Use case → Architecture → Pilot → Security → Scale.
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@leanpub.bsky.socialNEW! Leanpub Book LAUNCH 🚀 Production-Grade Python, LangChain & LangGraph: A deployment-first handbook for developers who know Python syntax but have not shipped Python by Fiodar Sazanavets
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@amkentech.comAfter-Hours: Your automation platform has 100s of actions, but never the *one* you need. Don't quit. 'Beyond the Connector' shows how to build those missing functions with tools you already have. Stop hitting limits. → amkentech.com/guide/connector #Automation #MCP #AIengineering
@jmm86.bsky.socialPlanning agents that create a full plan before acting are easier to debug than reactive agents that decide step by step. Each plan is like an audit trail for better understanding. #AIEngineering #DebuggingEfficiency
@levelbrook.bsky.socialSkills, not chatbots. The useful internal AI surface turned out to be a plugin system, not a conversation. #LLM #AIEngineering
@pythonagenticai.comJuanjo and I distilled these system engineering patterns into a free 14-page guide where we build an expense agent from scratch.
👇 Comment "GUIDE" and I’ll DM you the link! (or grab it at pythonagenticai.com/guide/)
@coder82.bsky.socialI recently started exploring Xpectrum AI, a platform for building and experimenting with AI agents.
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@blueboxai.bsky.social👓 Give your agents eyes into your runtime with @opentelemetry.io to avoid code nearsightedness
Part 2️⃣ of Bluebox Tutorials helps get you setup with the proper perscription: blog.bluebox.ai/opentelemetr...
@devstackdaily.bsky.socialA focus group at EuroPLoP 2026 with 22 practitioners found broad agreement that architectural decision-making, accountability, and authoring architectural guardrails stay human even as AI agents take on more…
#SoftwareArchitecture #AIEngineering #DevTools #EuroPLoP
https://arxiv.org/abs/2609.30334
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