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How I designed a three-layer conversational memory system that actually performs and why the obvious solution wasn’t the right one. Continue reading on Medium »

By: Maansha Syal Continue reading on Medium »

Designing a robust document upload to S3, one problem at a time. Continue reading on Medium »

Most Databricks agent tutorials start with “set up Unity Catalog and Vector Search first.” This one doesn’t. I built a fully working conversational agent using only samples.tpch — the dataset that ships in every Databricks workspace by default. No custom…

​IntelliJ IDEAIntelliJ PlatformOpen SourcePlugins Language Server Protocol (LSP) solves a real problem: before, each IDE or editor had to implement support for a specific language separately. A language server puts that work in one place and exposes it through a…

Today, 65% of our product team’s code is created by our internal version of Claude Tag. Continue reading on Medium »

Beyond the Watch: Why Brokazy-Powered Algorithms Make Manual Trading Obsolete in the Age of AI Continue reading on Medium »

If you want a leg up in applied AI right now, you should be studying the Marine Corps over Anthropic’s documentation. The hardest problem… Continue reading on Medium »

The Quest Begins (The “Why”) I still remember the night our staging database went dark. A rogue migration script had wiped a critical table, and the only “backup” we had was a nightly pg_dump that we’d never actually tried to…

Remaining true to yourself in the age of AI Continue reading on Bootcamp »

​IntelliJ PlatformPlugins Modern development has shifted one old IDE paradigm significantly: Now, not only is it possible that a project is not hosted on the same physical or remote machine as your IDE instance, it could even be that both…

​ When news broke that SpaceX would acquire Cursor’s parent company, Anysphere, in a reported $60 billion all-stock deal, most of the discussion centered around AI. This was another milestone and enormous valuation, and signal that AI is still bringing…

When I sat down to build Aveliq, I had one goal: give every Nigerian student access to tools that actually help them study smarter. Not a repackaged ChatGPT wrapper. Not another generic quiz app. Something built specifically for WAEC, JAMB,…

这篇演讲的题目是 《Beyond Sandboxes: Architecting Durable Runtimes for AI Agents》（超越沙箱：为 AI Agent 构建持久化运行时），演讲者是 Orkes 的联合创始人兼 CTO Virein Baraiya。 演讲的核心观点是：在生产环境中运行 AI Agent，仅仅依靠“沙箱（Sandbox）”来实现隔离和保护是不够的，更需要一个“持久化运行时（Durable Runtime）”来保证 Agent 的状态可持久化、崩溃后可恢复、过程可审计。 以下是演讲的核心内容总结： 一、 核心痛点：为什么传统的“沙箱”和“内存循环”不够用？ 传统的 Agent 开发通常把 Agent 当作一个在内存循环（LLM in the loop）中运行的实体：LLM 观察状态 $rightarrow$ 决定调用工具 $rightarrow$ 更新状态…

A developer’s breakdown of four embedded GUI frameworks, what each one is actually good at, and where each one will cost you later. Continue reading on Medium »

Users on Reddit Say that Fable 5 was available again for brief moment, probably for internal testing. Continue reading on Medium »

Your AI is operating as designed, but it still needs a leash. Continue reading on Medium »

We accepted Photoshop, Google, Excel and GPS. AI-assisted writing is next. The real question is why anyone still cares. Continue reading on Medium »

At GDG London, we have always believed that events should be more than just talks and sessions. They should be experienced. Continue reading on Medium »

AI empowers people through smarter decisions, automation, personalized learning, better healthcare, and enhanced productivity. Continue reading on ILLUMINATION »

A short work of speculative fiction — and a closer snapshot of 2026 than you’d think Continue reading on Medium »