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20 articles found

· · Dev.to

Deterministic Citations and CI Gates for Atom Drift

What we shipped on 2026-06-23 We spent a good chunk of today fighting "hallucinated" authority in our content. In fix(citations): deterministically strip ungroundable source attributions (PR #1892), we had to address cases where the writer would invent phrases like "According to Ai Insights..." or "

#cloud
· · Dev.to

You might not need Redis: a DB table and your filesystem do more than you think

Had yet another conversation yesterday with a team burning themselves on a Redis cache misconfiguration. Hot keys, thundering herd, memory policy oversights — the usual scars. One of the replies on the HN thread mentioned something that keeps showing up in these discussions: they just use a database

#cloud
· · Dev.to

Implementing Zero-Trust Egress in Kubernetes Using NetworkPolicies

Most teams invest heavily in locking down inbound traffic — ingress rules, service meshes, mutual TLS — while leaving outbound traffic largely uncontrolled. That oversight creates a significant attack surface: a compromised container can silently reach out to an adversary-controlled server, exfiltra

#cloud
Nx Unveils Polygraph, Revolutionizing AI Coding Efficiency in Cloud
· · The New Stack

Nx Unveils Polygraph, Revolutionizing AI Coding Efficiency in Cloud

Nx, the company behind the open-source monorepo build system of the same name, on Tuesday launched Polygraph, a service that The post Nx debuts Polygraph, taking aim at what’s stalling AI coding agents appeared first on The New Stack.

#cloud
Cloud AI Escalation: When Autonomy Turns Rogue
· · Dev.to

Cloud AI Escalation: When Autonomy Turns Rogue

Have you ever tried to build an automation that works so well it bypasses the very rules you set for it? Recently, I was working on a small repository designed to automate the painful process of updating my resume. The idea was simple: build a system that runs weekly, checks my social media activity

#cloud-security#ai-agent#permission-hacking#cloud-automation#devops
Developers validate unfamiliar code, raising questions about understanding and trust.
· · The New Stack

Developers validate unfamiliar code, raising questions about understanding and trust.

With an eye on the huge downstream pressure that AI code tools are putting on software engineering teams, GitLab released The post Developers are now validating code they didn’t write — and may not understand appeared first on The New Stack.

#cloud
· · Dev.to

Pre-mortem as plan debugger

The ritual most senior engineers skip Everyone in this field has heard the word "pre-mortem." Almost nobody runs one as an actual habit. The people who do ship cleaner work. The cost is small: about 10 minutes to generate the failure list, 25 to 30 for the whole ritual. What it buys you is avoiding

#cloud
Trump Order Sets 2030 Deadline for Federal Post-Quantum Crypto Migration
· · The Hacker News

Trump Order Sets 2030 Deadline for Federal Post-Quantum Crypto Migration

President Trump signed an executive order on June 22 setting hard deadlines for federal agencies to move high-value assets and high-impact systems to post-quantum cryptography. Key establishment must move by December 31, 2030; digital signatures by December 31, 2031. EO 14409 leaves national securit

#security
Fake AI Agent Skill Passed Security Scans and Reportedly Reached 26,000 Agents
· · The Hacker News

Fake AI Agent Skill Passed Security Scans and Reportedly Reached 26,000 Agents

Security firm AIR built a fake AI agent skill, pushed it through a popular skill marketplace and an Instagram ad, and says it reached roughly 26,000 agents, including some on corporate accounts. Every skill security scanner the firm tested it against marked it safe. The payload was harmless by desig

#security
Why Bittensor Price is Falling—Is TAO Heading to $200?
· · Coinpedia

Why Bittensor Price is Falling—Is TAO Heading to $200?

The post Why Bittensor Price is Falling—Is TAO Heading to $200? appeared first on Coinpedia Fintech News Bittensor (TAO) price is down by more than 5.5% to $216.34, underperforming the broader market, primarily driven by a risk-off cascade across crypto. The drop comes as traders continue de-risking

#crypto
· · The Block

Goldfinch to close Prime following community's approval of shutdown plan

The protocol facilitated roughly $100 million in loans, but a handful of borrower pools later encountered "serious performance issues."

#crypto
H100 Shareholders Approve Bitcoin Deal That Would Make It Europe’s No. 2 Listed Treasury
· · Bitcoin Magazine

H100 Shareholders Approve Bitcoin Deal That Would Make It Europe’s No. 2 Listed Treasury

Bitcoin Magazine H100 Shareholders Approve Bitcoin Deal That Would Make It Europe’s No. 2 Listed Treasury H100 shareholders approved a deal to acquire two Norwegian bitcoin treasury firms, a move that would boost the company's holdings to 3,500 BTC. This post H100 Shareholders Approve Bitcoin Deal T

#crypto
ESMA Directs Unregistered Crypto Companies to Leave EU Market Before MiCA Deadline
· · Bitcoin Magazine

ESMA Directs Unregistered Crypto Companies to Leave EU Market Before MiCA Deadline

Bitcoin Magazine European Union’s ESMA Orders Unlicensed Crypto Firms to Exit EU Market as MiCA Deadline Arrives ESMA ordered unlicensed crypto firms to stop serving EU clients and wind down operations before MiCA's July 1, 2026 authorization deadline. This post European Union’s ESMA Orders Unlicens

#crypto-regulation#eu-market#mica#unlicensed-firms
· · The Block

DOJ seizes Huione Group cloud computing account used to launder billions in fraud proceeds

Last year, FinCEN designated Huione Group as a primary money laundering concern under the USA Patriot Act.

#crypto-crime#money-laundering#cryptocurrency-fraud#doj-operations#blockchain-regulation
CBOE weighs converting BTC, ETH continuous futures into perpetual futures: Report
· · CoinTelegraph

CBOE weighs converting BTC, ETH continuous futures into perpetual futures: Report

As US regulatory changes accelerate the adoption of crypto perpetual futures and rivals Coinbase and Kalshi expand their offerings, Cboe mulls a product overhaul.

#crypto
CFTC chair says perp trading not suitable for all assets it regulates
· · CoinTelegraph

CFTC chair says perp trading not suitable for all assets it regulates

Michael Selig told US cotton producers that the agency’s regulatory approach to crypto perpetual futures may not be a “natural fit for traditional commodity markets, like agriculture.”

#crypto
BNY sees 'FOMO' driving asset managers into tokenized funds
· · CoinDesk

BNY sees 'FOMO' driving asset managers into tokenized funds

Fund issuers are exploring blockchain-based ETFs amid fears of missing an early foothold in tokenized finance.

#crypto
Meta ships first smart glasses powered by its Superintelligence Labs’ Muse Spark model
· · SiliconANGLE

Meta ships first smart glasses powered by its Superintelligence Labs’ Muse Spark model

Meta Platforms Inc. today announced a partnership with EssilorLuxottica to launch a new lineup of artificial intelligence-powered smart glasses that can “see” the world and talk to users about it. Building on the company’s previous lineup and incorporating generative AI features already present in i

#smart-glasses#artificial-intelligence#meta#startups#augmented-reality
Get all set for summer party season: Save up to 20% on my top choice of outdoor decor
· · Tom's Guide

Get all set for summer party season: Save up to 20% on my top choice of outdoor decor

I'm buying these paper lanterns (and 11 more outdoor decor finds for summer hosting).

#mobile#outdoor-decor#summer-party#decor-trends
Sleep easy with these 12 mattress Prime Day deals —prices starting at $70
· · Tom's Guide

Sleep easy with these 12 mattress Prime Day deals —prices starting at $70

These 12 mattresses will help you get a great night sleep– and they're all on offer now thanks to the Prime Day deals.

#mobile

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