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20 articles found

· · Dev.to

Specs, not prompts: from harness engineering to hive mind

Spec-driven AI orchestration is the architecture that compounds at portfolio scale, not prompt engineering. The infrastructure shift parallels Terraform for infrastructure, declarative CI/CD, and Kubernetes for containers. Blake Aber · Predicate Ventures · 2026 Anthropic's engineering team recently

#cloud
· · Dev.to

Google Senior Executive Trades Coding for Strategic Cloud Vision

In his keynote on Wednesday, Benoit Schillings, vice president of Technology at Google DeepMind and formerly CTO at Google X, said he’s finally given up on coding his own software and has handed it off to agents. Schillings said he was a bit new to DeepMind, having moved over from Google X only 18 m

#cloud
· · Dev.to

Reading a Verified Contract You Didn't Write: A Systematic Approach

Opening a 600-line Solidity contract you have never seen is intimidating. Where do you even start? Over time I developed a reading order that turns the wall of code into something I can reason about in an hour instead of a day. It is the same order whether I am auditing for vulnerabilities, integrat

#cloud
· · Dev.to

These Founders Skipped Graduation To Be Here

When we met James Yang and Anish Paleja on Monday morning, The Daily Context team simply thought, "These are great guys who are very into hackathons." Little did we know. Yang and Paleja met at a Major League Hacking hackathon. They were 15, they didn't know how to code, and they didn't know much ab

#cloud
· · Dev.to

Decoding ChatGPT's Secrets: A 231-Year-Old Formula Fuels Its Conversational Genius

Mathematics has an annoying habit: it keeps handing you the same idea over and over under different names, and never once admits you've already met. In your first year you get told about the Legendre transform in mechanics (you understand nothing). Then about free energy in thermodynamics (you under

#cloud
· · Dev.to

Rebuilding Rails: A Deep Dive into Rack #2 and Its Critical Components

A Rack application is typically configured through a config.ru (RackUp) file. This file defines the stack of middleware that will handle incoming requests before they reach the application itself. One of Rack's core ideas is that applications are built from multiple layers. Each layer, called middle

#rack#middleware#cloud-computing#ruby-on-rails
Ambient vs Immersive XR: The Debate?
· · Dev.to

Ambient vs Immersive XR: The Debate?

Noble Ackerson and I met at the Google Glass Foundry Hackathon in NYC 13 years ago, and we hit it off immediately. And while both of us have been fairly passionate about head-mounted wearables, we've also been in a debate about it for nearly that long. Without putting too many words in his mouth, he

#cloud
· · Dev.to

Navigating AI Development: Balancing Individual Flow and Collective Context

As much AI-driven development has normalized, we are still in the Wild West. While we are closer to homing in on what “best practices” actually mean, defining them remains a moving target. Right now, a fascinating tension is emerging between the workflows we build for ourselves and the systems we bu

#ai development#collective frameworks#india tech#machine learning#best practices
· · Dev.to

Brønnøysundregistrene in Norway Adopts MCP for Enhanced Cloud Services

Norway assigns every registered entity a nine-digit organisasjonsnummer. The checksum catches most transcription mistakes before you even touch the register. Useful when you are reconciling offshore subsidiaries from an OCR-damaged invoice dump at 2am. Brønnøysundregistrene is also one of the tidier

#cloud
· · Dev.to

Stop Writing Skills from Memory

Skills are having a moment. Every agent platform is shipping them, every team is starting a folder for them, and they're being treated like the next abstraction layer in the AI engineering stack. I think that's right. I also think most of the skills being written this week were written the same way

#cloud-computing#ai-engineering#machine-learning#skill-apis#cloud-ai
· · Dev.to

Claude Boosts Flutter App Development Efficiency with AI-Powered Codegen

AI-Assisted Flutter Development: Claude Code in Production For senior developers, tech leads, and CTOs wondering whether AI coding tools actually work in production -- or just generate impressive demos. TL;DR: I used Claude Code across 827 commits in a Flutter e-commerce app for a Swiss retailer. Th

#cloud
Robots Struggle at AI Engineer Expo: Insights and Implications
· · Dev.to

Robots Struggle at AI Engineer Expo: Insights and Implications

As you'd expect, there were robots aplenty at the AI Engineer World's Fair Expo, although with mixed results. Many companies had little four-wheeled box robots, such as those used to deliver shopping in some cities. One would dispense small swag gifts in exchange for a QR code, while others just jer

#robots#ai engineer expo#delivery robots#india robotics#automation
Breach Cover-Ups in India's Cybersecurity Industry Alarm Experts
· · Cybersecurity Dive

Breach Cover-Ups in India's Cybersecurity Industry Alarm Experts

The security firm Bitdefender’s annual survey also found that U.S. companies were simultaneously more confident and more strained on cyber defense than foreign peers.

#cybersecurity#breach cover-ups#data protection#india#tech industry
· · SecurityWeek

CitrixBleed Flaw Under Attack Right After Its Public Revelation

Hackers are targeting NetScaler appliances using public PoC code to retrieve arbitrary memory content in the HTTP response. The post New CitrixBleed Vulnerability Exploited Immediately After Public Disclosure appeared first on SecurityWeek.

#security
FBI Director Kash Patel Did Not Disclose Six-Figure Strategy (MSTR) Stake: Report
· · Bitcoin Magazine

FBI Director Kash Patel Did Not Disclose Six-Figure Strategy (MSTR) Stake: Report

Bitcoin Magazine FBI Director Kash Patel Did Not Disclose Six-Figure Strategy (MSTR) Stake: Report The late disclosure of FBI Director Kash Patel's six-figure investment in Strategy has reignited some scrutiny over ethics compliance. This post FBI Director Kash Patel Did Not Disclose Six-Figure Stra

#crypto#bitcoin#investment#fbi#regulation
FBI Official's Cryptocurrency Gamble Turns Sour with 44% Loss
· · Decrypt

FBI Official's Cryptocurrency Gamble Turns Sour with 44% Loss

FBI Director Kash Patel failed to disclose a significant purchase of stock in Bitcoin treasury firm Strategy from last November.

#crypto#bitcoin#stock-market#fbi#financial-regulation
SBI Crypto to shut down mining pool that holds roughly 2% of Bitcoin's hashrate
· · CoinDesk

SBI Crypto to shut down mining pool that holds roughly 2% of Bitcoin's hashrate

Miners must redirect their hashrate before the July 31 cutoff, as the pool will stop accepting contributions after that date.

#crypto
US Treasury sanctions over 100 ISIS-K crypto addresses that moved over $1.4 million
· · CoinDesk

US Treasury sanctions over 100 ISIS-K crypto addresses that moved over $1.4 million

ISIS-K allegedly used its media wing to solicit donations via Tron, Monero, and Bitcoin, highlighting stablecoin issuers' growing role in sanctions enforcement.

#crypto#sanctions#bitcoin#monero#stablecoins
4th of July patio and garden deals: 19 affordable Amazon home upgrades from $14
· · Tom's Guide

4th of July patio and garden deals: 19 affordable Amazon home upgrades from $14

4th of July sales are here, and they include some awesome discounts on patio and garden upgrades. Check out the best savings I've found.

#mobile
Apple expects 10 million people to buy a $2,500 iPhone Ultra — and it's a huge gamble
· · Tom's Guide

Apple expects 10 million people to buy a $2,500 iPhone Ultra — and it's a huge gamble

Reports suggest Apple just increased production targets for iPhone Ultra to 10 million units, all while apparently charging $2,500 for each device.

#mobile

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