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Treat prompt changes like code deploys (6 minute read)
Jul 30 | Tech

Treat prompt changes like code deploys (6 minute read)

Prompts are dependencies. Changing them can shift downstream behavior with no warning, no failing build, and no obvious signal in the request pipeline. Treat prompts exactly like any other artifact that can change production behavior. Test them, give them a gate, and default that gate to blocking until proven otherwise.
I Tried to Build a Context Layer for My Agent in a Weekend. Reader, I Did Not Build a Context Layer for My Agent in a Weekend.
Jun 12 | Blog

I Tried to Build a Context Layer for My Agent in a Weekend. Reader, I Did Not Build a Context Layer for My Agent in a Weekend.

A "simple" weekend project turns into real infrastructure, and why agent context deserves a boring, reliable foundation.

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Contagious Interview malware in SVG images: DPRK campaign (9 minute read)
Jul 30 | Dev

Contagious Interview malware in SVG images: DPRK campaign (9 minute read)

DPRK-aligned actors are handing developers fully-functional “coding challenge” repos, one seeded through Elastic's own community Slack #jobs channel, with the payload split into Base64 chunks hidden in HTML comments across SVG flag images. It is reassembled and executed on every npm run dev or npm start. What lands is a four-module OTTERCOOKIE stack: browser credential and crypto wallet theft, a recursive sweep for .env files, SSH/AWS configs and shell histories, a Socket.IO RAT with live shell access, and a clipboard stealer.
SpaceXAI launches Grok Voice Think Fast 2.0 on Agent Builder (2 minute read)
Jul 30 | AI

SpaceXAI launches Grok Voice Think Fast 2.0 on Agent Builder (2 minute read)

Grok Voice Think Fast 2.0 is now available at $0.09 per audio minute. grok-voice-latest will switch over to the new model on August 5. The release makes Grok Voice more dependable in real customer workflows.
Paper Raises $34M to Build the Next Great Design Platform (2 minute read)
Jul 30 | Design

Paper Raises $34M to Build the Next Great Design Platform (2 minute read)

Paper raised $34M in Series A funding from Accel and ICONIQ, bringing its total funding to $38.5M, to build a design platform for the agentic era. Following its Paper Desktop launch, the company saw 25x ARR growth in a month and now serves thousands of paying customers, including Ramp, Lovable, and Harvey. Paper plans to use the funding to expand its editor and agent infrastructure, positioning itself as infrastructure for agents while continuing open-source projects like Paper Shaders and Paper Mono.

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Cisco close to releasing more AI models, this time for deep networking ops (3 minute read)
Jul 30 | It

Cisco close to releasing more AI models, this time for deep networking ops (3 minute read)

AI-driven attacks increased 56% last year, and data breach costs are up 12% (5 minute read)
Jul 30 | It

AI-driven attacks increased 56% last year, and data breach costs are up 12% (5 minute read)

Snowflake launches AI agent governance layer to track activity, control costs (3 minute read)
Jul 30 | It

Snowflake launches AI agent governance layer to track activity, control costs (3 minute read)

Reco enhances AI Runtime with browser-based AI security and automated remediation (3 minute read)
Jul 30 | It

Reco enhances AI Runtime with browser-based AI security and automated remediation (3 minute read)

Your AI agents can reach data no one approved (5 minute read)
Jul 30 | It

Your AI agents can reach data no one approved (5 minute read)

Shadow AI incident response begins with logs that may already be gone (4 minute read)
Jul 30 | It

Shadow AI incident response begins with logs that may already be gone (4 minute read)

US government bans new foreign-made humanoids, robot dogs, and solar inverters, citing risks to national security (3 minute read)
Jul 30 | It

US government bans new foreign-made humanoids, robot dogs, and solar inverters, citing risks to national security (3 minute read)

Why Intune Devices Became Noncompliant After the July Windows Update (8 minute read)
Jul 30 | It

Why Intune Devices Became Noncompliant After the July Windows Update (8 minute read)

“Stateful systems are incredibly hard to build”: How Perplexity thinks about AI agent sandboxes (6 minute read)
Jul 30 | It

“Stateful systems are incredibly hard to build”: How Perplexity thinks about AI agent sandboxes (6 minute read)

Abnormal AI extends behavioral security to identities, AI systems, and insider threats (4 minute read)
Jul 30 | It

Abnormal AI extends behavioral security to identities, AI systems, and insider threats (4 minute read)

From Zero Trust to Zero Custody (8 minute read)
Jul 29 | It

From Zero Trust to Zero Custody (8 minute read)

How Observability transforms vibe coding into AI engineering (8 minute read)
Jul 29 | It

How Observability transforms vibe coding into AI engineering (8 minute read)

Rethinking security for the age of AI (6 minute read)
Jul 28 | It

Rethinking security for the age of AI (6 minute read)

Where Should Your Company's AI Brain Live? (7 minute read)
Jul 28 | It

Where Should Your Company's AI Brain Live? (7 minute read)

Tech sector pours $1T into AI and sends customers the bill (4 minute read)
Jul 28 | It

Tech sector pours $1T into AI and sends customers the bill (4 minute read)

Six Agent Harness Capabilities for Higher Model Performance (7 minute read)
Jul 28 | It

Six Agent Harness Capabilities for Higher Model Performance (7 minute read)

Claude Shared Chats Indexed by Search Engines Raise Privacy Concerns (6 minute read)
Jul 27 | It

Claude Shared Chats Indexed by Search Engines Raise Privacy Concerns (6 minute read)

Hackers Hijack Hotel Wi-Fi to Steal Microsoft 365 Credentials (4 minute read)
Jul 27 | It

Hackers Hijack Hotel Wi-Fi to Steal Microsoft 365 Credentials (4 minute read)

What will more intelligence actually do for us? (14 minute read)
Jul 27 | It

What will more intelligence actually do for us? (14 minute read)

Nadella's hardest year (7 minute read)
Jul 27 | It

Nadella's hardest year (7 minute read)

Infosec
AutoHarness (GitHub Repo)
Jul 30 | Infosec

AutoHarness (GitHub Repo)

Comparing Open-Source AI Code Security Harnesses (4 minute read)
Jul 30 | Infosec

Comparing Open-Source AI Code Security Harnesses (4 minute read)

Critical OpenWrt DHCPv6 Flaw Could Let Unauthenticated Attackers Run Code as Root (6 minute read)
Jul 30 | Infosec

Critical OpenWrt DHCPv6 Flaw Could Let Unauthenticated Attackers Run Code as Root (6 minute read)

AI-Assisted Bug Hunt Uncovers Linux Kernel 0-Day in net/sched (3 minute read)
Jul 30 | Infosec

AI-Assisted Bug Hunt Uncovers Linux Kernel 0-Day in net/sched (3 minute read)

Cisco Warns of FMC Static Credential Flaw Exploited in Zero-Day Attacks (2 minute read)
Jul 30 | Infosec

Cisco Warns of FMC Static Credential Flaw Exploited in Zero-Day Attacks (2 minute read)

Phishing Dominates as Initial Entry Method for Cyber-Attacks, as Hackers Hone Evasion Techniques (3 minute read)
Jul 30 | Infosec

Phishing Dominates as Initial Entry Method for Cyber-Attacks, as Hackers Hone Evasion Techniques (3 minute read)

Anatomy of a Frontier Lab Agent Intrusion: A Technical Timeline of the July 2026 Incident (20 minute read)
Jul 30 | Infosec

Anatomy of a Frontier Lab Agent Intrusion: A Technical Timeline of the July 2026 Incident (20 minute read)

How 0x Secures $200B with Harmony's AI AppSec agents (3 minute read)
Jul 30 | Infosec

How 0x Secures $200B with Harmony's AI AppSec agents (3 minute read)

SingGuard-NSFA (GitHub Repo)
Jul 30 | Infosec

SingGuard-NSFA (GitHub Repo)

NVIDIA BlueField Flaw Lets VM Users Execute Code via Crafted Messages (1 minute read)
Jul 30 | Infosec

NVIDIA BlueField Flaw Lets VM Users Execute Code via Crafted Messages (1 minute read)

How We Hacked Thousands of Data Centers in Minutes Using a 20-Year-Old Vulnerability (10 minute read)
Jul 29 | Infosec

How We Hacked Thousands of Data Centers in Minutes Using a 20-Year-Old Vulnerability (10 minute read)

Hackers Hijack Hotel Wi-Fi DNS to Steal Microsoft 365 Accounts (2 minute read)
Jul 28 | Infosec

Hackers Hijack Hotel Wi-Fi DNS to Steal Microsoft 365 Accounts (2 minute read)

ChatGPT AgentForger Flaw Could Deploy Rogue Workspace Agents via a Phishing Link (4 minute read)
Jul 28 | Infosec

ChatGPT AgentForger Flaw Could Deploy Rogue Workspace Agents via a Phishing Link (4 minute read)

A-List Directors, Actors, and Celebrities Exposed in Major Film Festival Breach (3 minute read)
Jul 28 | Infosec

A-List Directors, Actors, and Celebrities Exposed in Major Film Festival Breach (3 minute read)

Steam Forum ClickFix Attack Infects Gamers With XMRig Cryptominers (2 minute read)
Jul 27 | Infosec

Steam Forum ClickFix Attack Infects Gamers With XMRig Cryptominers (2 minute read)

LG to Ban Residential Proxies from Smart TV Apps (5 minute read)
Jul 27 | Infosec

LG to Ban Residential Proxies from Smart TV Apps (5 minute read)

Data Breach Confirmed After Australian Energy Giant Origin Is Hacked (2 minute read)
Jul 27 | Infosec

Data Breach Confirmed After Australian Energy Giant Origin Is Hacked (2 minute read)

Jailbreaker: LLM Jailbreak Testing You Can Actually Repeat (12 minute read)
Jul 27 | Infosec

Jailbreaker: LLM Jailbreak Testing You Can Actually Repeat (12 minute read)

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