Blog & ArticlesArticles, insights, and stories from our team.

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AI & Machine Learning2 hours ago16 sec read

Field Notes: 25 seconds to detect and hand off. Nothing executes until a human says yes.

A monitoring agent, built using Strands, detected a real CloudWatch alarm and successfully handed it off to a remediation agent running on LangGraph in just 25.3 Read the full article at DEV Community Want to create content about this topic? Use Nem...

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AI & Machine Learning2 hours ago30 sec read

Policy Before Prompt: Enforcing Machine-Readable Financial Rules on Autonomous AI Agents

New approaches to autonomous financial agents are emphasizing "policy before prompt," prioritizing established financial rules over model-generated outputs. This shift is significant for AI/ML practitioners because it highlights the critical need to ...

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AI & Machine Learning2 hours ago32 sec read

Two days between warning and patch: how the PHP project handled CVE-2026-109618

The PHP project recently released patches for two critical vulnerabilities, CVE-2026-109618 and CVE-2026-109619, which allow for unauthenticated remote code execution. This rapid response – a pre-announcement followed by a fix within two days – highl...

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AI & Machine Learning2 hours ago30 sec read

I Built a Full PDF Editor That Runs 100% in Your Browser - No Uploads, No Servers

A new PDF editor has been developed that processes files entirely within the user's browser, eliminating the need to upload documents to external servers. This approach prioritizes user privacy and significantly improves performance by removing uploa...

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AI & Machine Learning3 hours ago30 sec read

Q&A: How AI came to model the "messy" human mind

Early AI pioneers intentionally incorporated randomness into algorithms to mimic human creativity, believing that unexpected outputs were valuable for generating new insights. This historical approach, which prioritized novelty over predictability, c...

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Cybersecurity5 hours ago33 sec read

NASA Batteries Survive Extreme Cold and Heat

NASA has developed batteries utilizing solid ceramic or polymer electrolytes that can withstand extreme temperature fluctuations, operating effectively between -60°C and 80°C, and surviving exposure to -170°C without damage. This advancement is signi...

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AI & Machine Learning6 hours ago31 sec read

Planning Poker em chamadas do Teams, Meet ou Slack: como estimar sem atrito

Remote teams are finding that digital tools for Planning Poker often introduce unnecessary friction, like login requirements and slow interfaces, disrupting the flow of agile meetings. A new tool, SwiftPoker, aims to address this by offering a stream...

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AI & Machine Learning6 hours ago29 sec read

How to see when your Azure Sponsorship credit will run out

Azure Sponsorship credits don't come with a warning before they expire; instead, they're consumed entirely or end on a predetermined date. This presents a challenge for startups relying on the credit, as there's no direct way to monitor the remaining...

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AI & Machine Learning6 hours ago27 sec read

A Developer's Guide to Google Business Profile API Basics

Google now offers an API enabling programmatic management of Google Business Profile data, including locations, hours, posts, and reviews. This development is significant for AI/ML/Data Science professionals because it unlocks opportunities to automa...

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