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There are more IoT protocols out there than most teams will ever need. That sounds overwhelming until you realize most connected products only use two or three; one for local communication, one for cloud connectivity, and sometimes one for device management. The problem is not the number of options.
Sylwia Laskowska's webMCP article is clever, funny, and genuinely enjoyable—and she's explicit that it's experimental, not a production recommendation. This isn't a rebuttal. It's a reframing: the same demo, viewed through the lens of risk surfaces and governance. My concern isn't with her intent —
If you’ve been building with Large Language Models (LLMs) lately, you’ve undoubtedly wrestled with connecting them to your data. For the past couple of years, the go-to solution has been "Tools" (or Function Calling). But recently, a new paradigm has emerged: the Model Context Protocol (MCP). If you
How outdated assumptions, emotional memory, and repeated optimism cause us to keep granting trust long after the evidence stopped supporting it After reducing approval dependency and implementing clearer boundary logic, another issue surfaced: I was still making decisions based on outdated emotional
In February I handed my freelance business to an AI assistant. Not "used AI to help" — actually handed it over. Email responses, client communication, code reviews, architectural decisions, invoicing. I gave it access to everything and set one rule: do not ask me for approval unless a decision would
THORChain $10.7M Proposer-Forgery Attack Investigation Report Date of Incident: May 30, 2026 Total Loss: ~$10.7 million USD Affected Assets: Ethereum, Bitcoin, BNB Chain vault funds Network: THORChain (Cross-Chain) On May 30, 2026, THORChain suffered a $10.7 million exploit targeting its cross-chain
Pattern recognition: the secret weapon of top coders Quick context (why you're writing this) Here's the thing: I was stuck on a LeetCode medium‑level problem for longer than I care to admit. The task was to find the longest substring without repeating characters. I started with the obvious brute‑for
Introduction One of the biggest problems in software teams is not writing code. Code eventually gets written, refactored, tested, and deployed. The real challenge, most of the time, is this: "Why was this decision made?" When a developer joins a project, they can't understand the work just by lookin
Paginated lists are one of the most common patterns in frontend development. A hand-written implementation — with state management for page, pageSize, total, loading, error, and handlers for pagination, search debounce, and item mutations — easily reaches 50+ lines. alova's usePagination hook collap
Compass v1.1.0 · the recall consumption fix We shipped nautilus-compass v1.1.0 A sister Claude Code dialog was supposed to publish a long-form article publisher_quality_pipeline_20260430.md. Compass recall fired correctly · the file appeared in the agent's UserPromptSubmit hook output: 🟢 [3h old] m
In 2026, every dev team uses AI to write code — and a self-hosted, AI-native low-code approach is the only way enterprises can do it without leaking anything. Security teams are pushing back hard: you just fed your company's core source, business data, and DB schemas to a cloud AI — those left your
Choosing a logging library for your Go service sounds trivial until you're debugging a latency spike at 2 AM and your logs are consuming 15% of the CPU budget. The three dominant options—uber-go/zap, the standard library log/slog, and rs/zerolog—all get the job done, but they make very different tra
An Agent's Attack Surface Is Bigger Than You Think A plain LLM application has one attack surface: user input → LLM output. Add tools to the mix, and it triples: User input ──→ [LLM] ──→ Tool call args ──→ [Tool exec] ──→ Tool result ──→ [LLM] ──→ Output ↑ ↑ ↑ Prompt injection Tool param injection I
It started with a side project: a personal blog. I wanted somewhere to write that wasn't a hosted platform, with the dark-mode-by-default and the URL structure and the editor I'd been craving. Then halfway through building it, a thought: What if I could just tell Claude "publish a post about X" and
The May 2026 DolphinScheduler community update can be summarized with two keywords: stability and precision. On one hand, major stability risks such as Master failover issues—which can have a significant impact on production environments when failures occur—have been addressed. On the other hand, lo
Most people think growing on social media is about better content. It's not. It's about showing up. Every day. Without missing a beat. The accounts that win aren't the ones with the smartest takes. They're the ones that posted while everyone else "didn't have time today." So the real question isn't
If you are a developer in India in 2026 and you are still not using AI tools daily, you are working harder than you need to — and falling behind fast. By the end of 2025, roughly 85% of developers worldwide were regularly using AI tools for coding. That number has only climbed in 2026. But here is t
If you're exploring a career in data, you've probably seen both titles everywhere — job boards, LinkedIn, bootcamp brochures. They both work with data, often sit on the same team, and sometimes even share the same tech stack. So what's the actual difference? This guide breaks it down simply, so you
Echo Protocol eBTC Admin Key Attack Investigation Report Date: May 27, 2026 Event: Echo Protocol eBTC Admin Key Attack Attack Time: May 18, 2026 ~17:55 ET Investigator: Onchain Shadow BTCFi protocol Echo Protocol's eBTC deployment on Monad suffered an admin key attack. The attacker obtained DEFAULT_
You get a message with a link: https://bit.ly/4xgurWK No context. No preview. Just a short URL pointing somewhere unknown. Most people do one of two things — click it and hope for the best, or ignore it entirely. Neither is great. There's a third option, and it's what I built RevealURL for. URL shor
