The signal in the feed.

Meet HTTP QUERY: The New HTTP Method You've Probably Been Waiting For

For years, developers have faced the same dilemma when implementing complex search APIs: GET is the correct semantic choice for read-only operations, but query parameters can become extremely long and difficult to manage. POST allows sending a request body, but it's intended for operations that may change server state, making it a poor semantic fit for searches. To bridge this gap, the IETF has introduced a new HTTP method: QUERY (RFC 10008). Why was QUERY introduced? Modern APIs often require c

Manufacturing ERP Software: The Foundation of Modern Manufacturing Excellence

Manufacturing is becoming more complex every year. Rising material costs, supply chain disruptions, production delays, and increasing customer expectations make it difficult to manage operations using spreadsheets or disconnected software. This is where Manufacturing ERP Software makes a significant difference. A Manufacturing ERP system brings together production, inventory, procurement, finance, quality, and maintenance into one centralized platform. Instead of relying on multiple systems, man

What actually breaks in your MCP server on 2026-07-28

The 2026-07-28 MCP spec is the biggest revision since the protocol launched, and it is not backward compatible. The release candidate locked on May 21, 2026, and the spec ratifies July 28. If you run a production Model Context Protocol server, some of your code stops working that day. Most of the write-ups so far explain the why (MCP went stateless, here is what that means for scaling). That part is genuinely interesting. But if you maintain a server, the question you actually have is narrower:

How I Built 10 Industrial Databases with Python SSG (Zero Node.js, Zero Dependencies)

I Built This Because Generic Sites Don't Go Deep Enough Last year, my dad's truck threw a fault code. My sister's car warning light came on. My friend needed a 3D printing profile. I searched Google. Every result: two-line blurbs. No technical depth. No standards citations. No bilingual versions. That's when I realized: industrial verticals need dedicated databases. Not another generic Wikipedia clone. I built a pure Python SSG — zero Node.js, zero npm, zero dependencies: # build.py core archite

How AI Is Making Flutter Development Faster and Smarter in 2026

Flutter has become one of the most popular frameworks for cross-platform app development, letting teams build high-quality Android, iOS, web, and desktop applications from a single codebase. In 2026, Flutter development is evolving beyond fast UI building. Artificial Intelligence is now woven into how developers write code, design interfaces, test applications, debug issues, and optimize performance. AI isn't replacing Flutter developers it's becoming a powerful development assistant that cuts r

Elevate: Making Qwen the Brain of a Store That Runs Itself

How we built an AI that designs a storefront from a logo, runs it from live shopper behavior, and learns what sells — with the merchant as the human-in-the-loop. Built for the Global AI Hackathon with Qwen Cloud — Track 4: Autopilot Agent. Every small merchant hits the same wall. Building an online store is work. But running it — noticing what's selling, reacting to how shoppers behave, launching the right promo at the right moment, and knowing whether any of it actually worked — is a job nobody

Python's Memory Model Is Not What You Think It Is

Python's Memory Model Is Not What You Think It Is Ask most Python developers how Python stores a variable and they will say "it stores the value." This is imprecise in a way that causes real bugs and real confusion in interviews. A precise mental model of how Python stores and retrieves data changes how you read and write code. Python does not store values in variables. Python binds names to objects. The distinction sounds philosophical until you trace code that involves mutation, function argum

10 Technology Trends Reshaping India's GCCs in 2026 - AI, Data Engineering, Cloud (With Real Numbers)

The Numbers That Signal a Structural Shift India GCC market value (2025): $69.85 billion India GCC market projection (2030): $130.50 billion CAGR: 8.1% GCCs crossing $1B revenue in FY24-25: 24 (vs 19 previous year) India's share of global GCC market: 55% GCCs investing in AI: 70% GCCs in ML/AI projects: 86% GCC workforce by 2030: 2.5 million+ The companies contributing to $130 billion in 2030 aren't processing overflow work from headquarters. They're building products, owning IP, running global

Designing K-Saju: turning a traditional birth-chart system into a lightweight K-culture web product

Designing K-Saju: turning a traditional birth-chart system into a lightweight K-culture web product I recently shipped the first public version of K-Saju, a small web project that reimagines Korean Saju / Four Pillars as a K-culture character card and friend chemistry experience. Live: https://ksaju.piyaklabs.com?ref=devto Personal build log, in Korean: https://log.piyaklabs.com/posts/dev/k-saju-project-open/ The product pitch is intentionally simple: Hatch your K-drama / K-pop style character i

My React Search Box Froze on Every Keystroke. I Fixed It by Stealing Python's #1 Scope Rule.

One search box made my whole React dashboard feel broken. Every keypress landed late. Almost 300ms late. My first instinct was the same one a lot of React developers have: memoize everything. useMemo? useCallback? Wrap half the app in React.memo and hope the smoke clears? That was my first instinct. It was also the wrong one. The app was not huge. It was a side-project dashboard with roughly 150 components: a sidebar, a header, a data table, a few charts, filters, settings panels, the usual litt

Inference Optimization for MiMo v2.5: Pushing Hybrid SWA Efficiency to the Limit

I Built the Only 2026 WWII Jeep