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Codenil

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Latest Articles

Your First macOS App: A Beginner-Friendly Guide

A beginner-friendly guide to building macOS apps with Swift, SwiftUI, and AppKit. Step-by-step tutorials, two complete apps, no prior Swift needed.

2026-05-12 15:04:11 · Education & Careers

Agentic AI in Xcode 26.3: A Comprehensive Q&A

Learn how Agentic AI in Xcode 26.3 enables autonomous coding, differs from ChatGPT, and lets you add features with minimal instructions. Includes setup, use cases, and prerequisites.

2026-05-12 15:03:39 · AI & Machine Learning

AI Vision Breakthrough: New Video World Models Achieve Long-Term Memory with State-Space Architecture

Researchers from Adobe, Stanford, and Princeton unveil a state-space model architecture that solves video AI's long-term memory bottleneck, enabling coherent understanding over hundreds of frames.

2026-05-12 15:01:49 · Science & Space

Breakthrough AI Debugging Method Automatically Pinpoints Which Agent Caused a Failure

New method automatically identifies which agent caused a failure in LLM multi-agent systems, slashing debugging time. Open-source dataset and code released.

2026-05-12 15:01:13 · Science & Space

MIT Unveils SEAL: Breakthrough Framework Enables AI Models to Rewrite Their Own Code

MIT introduces SEAL, allowing LLMs to autonomously update weights via self-editing and reinforcement learning, marking a crucial step toward self-evolving AI.

2026-05-12 15:00:45 · AI & Machine Learning

ByteDance Unveils 'Astra' AI System to Solve Robot Navigation's Biggest Hurdles

ByteDance's Astra AI uses two specialized models to solve robot indoor navigation challenges, eliminating need for QR codes and enabling natural language commands.

2026-05-12 15:00:22 · Robotics & IoT

New Breakthrough Automatically Traces Root Causes of Failures in AI Agent Teams

Researchers from PSU, Duke, Google DeepMind etc. introduce automated failure attribution for LLM multi-agent systems, built benchmark Who&When, accepted at ICML 2025 as Spotlight.

2026-05-12 14:59:55 · Science & Space

Global Google Search Disruption: What Happened and What We Know So Far

Google Search suffered a global outage today, leaving millions unable to load results. The issue was resolved within an hour, but Google hasn't explained the cause. Users are advised to keep alternative search engines ready.

2026-05-12 14:58:00 · Mobile Development

Amazon's 30-Minute Delivery Service Expands to Select US Cities

Amazon launches 30-minute delivery for groceries and essentials in select US cities, with Prime members paying $3.99 per order and non-Prime $13.99. Expansion planned through 2026.

2026-05-12 14:57:22 · Robotics & IoT

Sony and TSMC Join Forces to Revolutionize Smartphone Camera Efficiency

Sony partners with TSMC to create next-gen smartphone image sensors that drastically reduce battery drain, improving performance and longevity.

2026-05-12 14:56:46 · Environment & Energy

Samsung Kicks Off One UI 9 Beta Program for Galaxy S26 Series: Key Improvements and Availability

Samsung announces One UI 9 beta for Galaxy S26 series in six countries. Quick Settings, Notes app, and Contact Cards see improvements. Beta starts this week.

2026-05-12 14:56:06 · Science & Space

Exclusive Early Look: Google's Aluminium OS Leak Reveals Desktop Ambitions

A comprehensive leak, including a 16-minute video, shows Google's Aluminium OS as a scaled-up Android with desktop-like features like a bottom dock and quick settings. It hints at Google's strategy for Android on larger screens.

2026-05-12 14:55:40 · Mobile Development

7 Reasons Why Traditional App Security Is Failing in the Age of AI and DevOps

Traditional find-and-fix appsec fails with AI code, continuous deployment, and backlog surges. Here are 7 reasons why and a path to modern, continuous security.

2026-05-12 14:49:01 · Cybersecurity

How to Optimize Go Performance with Stack Allocation for Slices

Learn to reduce heap allocations in Go by pre-allocating slices of constant size on the stack, improving performance and reducing GC load.

2026-05-12 14:45:47 · Programming

How the Go Type Checker Constructs Types and Detects Cycles

Learn how the Go type checker constructs types step by step, using structs like Defined and Slice, and detects cycles via a colour-based algorithm improved in Go 1.26.

2026-05-12 14:44:17 · Programming

CLARITY Act Faces Senate Showdown: Key Questions on Crypto Legislation

Q&A explaining CLARITY Act Senate markup, jurisdiction battle, timeline, and resistance from banking lobby and Democrats.

2026-05-12 14:41:52 · Finance & Crypto

Stablecoin Showdown: Why Bankers Are Fighting a Crypto Bill and What It Means for You

The ABA sent an emergency Mother's Day letter opposing the CLARITY Act's stablecoin provisions. Coinbase and Sen. Moreno push back, citing an existing yield ban compromise. The Senate markup on May 14 is critical.

2026-05-12 14:41:12 · Finance & Crypto

Bitcoin Holds $82K as ETF Demand Surges and Regulatory Battle Heats Up

Bitcoin stabilizes near $82K driven by record ETF inflows and intensifying debate over the CLARITY Act, with banks and crypto advocates clashing.

2026-05-12 14:40:26 · Finance & Crypto

US Senate Banking Committee Releases Landmark Crypto Market Bill: Key Questions Answered

Senate Banking Committee unveils 309-page crypto market structure bill with stablecoin yield compromise, sparking industry debate. Key senators, Coinbase, and banking groups weigh in.

2026-05-12 14:39:56 · Finance & Crypto

Developer Launches 'Scripta': First Open-Source macOS Meeting Transcriber That Runs 100% Offline

Scripta is the first open-source macOS app to transcribe meetings locally using hybrid ASR, solving the dual-channel problem with zero cloud data.

2026-05-12 14:38:22 · Cybersecurity