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AI adoption in software development teams has increased across various functions, with engagement from executives and a consistent rise in usage among companies of all sizes. The introduction of AI tools has led to a dramatic increase in output through the use of coding agents, while also revealing a trend of non-engineers becoming more involved in coding and product development.
Wiz Red Agent autonomously identified and exploited a critical GitHub Actions vulnerability in Snowflake's public repository, allowing unauthorized access to sensitive data in its internal Jira system just five days after the flaw was introduced. This incident shows the risks of relying on AI-assisted coding tools, which may inadvertently introduce vulnerabilities that can be quickly discovered and exploited by automated security agents.
Chinese labs now set the open-model size ceiling, yet downloads still belong overwhelmingly to small, years-old models. Qwen has become the community's default base model with 151,448 derivatives, while the runtime layer grows far faster than the modeling core, letting trillion-parameter models run locally via llama.cpp. The new development is agents: they're now the Hub's top user, with agent traffic share swinging wildly month to month.
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This guide lays out the 5 prereqs for agentic document workflows and shows you how to convert, extract, and sign at scale. Read the guide
Qwen 3.8 27B is a powerful yet slow vision-capable language model that tends to over-analyze prompts by default, requiring users to adjust its reasoning settings for more efficient outputs.
There is a growing interest in exploring alternatives for code hosting and collaboration due to recent consistent outages on GitHub.
For improving latency in real-time LLM applications, it is often more effective to send each request twice for faster responses, rather than opting for a more expensive priority service tier.
This is a compilation of anecdotes and lessons from the history of computer science and software development that shows both notable successes and critical failures.
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You have more visibility than ever. Is your risk actually lower? Instead of chasing vulnerability noise, security teams want to verify real attack paths so they know what they do matters. This Horizon3 webinar [5] lays out how to do that by operationalizing CTEM. 📊 Join for the people, process, and metrics changes that you need to put CTEM principles into practice. 🥷 Take the attacker's perspective [6] to pivot from static CVE lists to demonstrating meaningful risk reduction. 👉 If you feel like you're getting too much visibility without reducing risk, this is for you.
Beacon CRM confirmed an attacker used an AWS access key exposed in public JavaScript. Cost data showed transfers matching all stored records and attachments. With valid credentials, the attackers were able to decrypt protected data during download. Beacon rotated keys, removed client-side secrets, and added endpoint and cloud monitoring.
South Korea's Sogang University disclosed a data breach affecting 180k students, alumni, and employees. The compromised information includes student identification numbers, names, affiliations, email addresses, mobile phone numbers, and encrypted passwords for the university's integrated login system.
This past weekend, crypto wallet provider SafePal announced that an authorization flaw in its order tracking system allowed unauthorized access to personal data belonging to nearly 40k customers. The breached data includes customer names, email and shipping addresses, phone numbers, and purchase details, but did not involve any wallet credentials, financial details, or government IDs.
Portswigger demonstrates CSS and HTML attacks against webmail sanitizers. Outlook labels can trigger interface actions, while a CSS parser flaw enables arbitrary CSS injection and a spoofed login screen that captures passwords in Firefox. Yahoo Mail and AOL Mail allowed pasted CSS to race sanitization, exposing Medium email-login tokens. Fastmail image-proxy flaws enabled view tracking, ProtonMail could reveal an IP address, and hidden prompt instructions in email content directing Atlas browser actions. The recommended security controls include sandboxed iframes, restrictive allowlists, blocked image requests, and filtering dangerous selectors.
The OWASP Top 10 CI/CD Security Risks initiative provides a framework to help defenders identify and secure vulnerabilities within continuous integration and delivery environments. The list catalogs critical risks including dependency-chain abuse, poisoned pipeline execution, inadequate access controls, credential hygiene issues, artifact integrity gaps, insecure configurations, and insufficient logging. The project provides recommended security controls and references to help organizations mitigate identified CI/CD risks.
7z is an archiving and unarchiving tool that is incredibly popular on Windows systems. Users can extract hives by typing \\.\ in the 7z address bar and then navigating to PhysicalDrive0 followed by 0.ntfs to locate the system hives which can be extracted to a separate system and then cracked. This technique requires GUI access as 7z can only parse physical disks and NTFS partitions through the File Manager GUI.
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Watch this on-demand webinar [15] from AWS and SANS Institute to explore how APIs, cloud-native development, and agentic AI reshape security risks. Learn strategies to evolve threat models, strengthen governance, and adapt controls. Watch now and explore AWS Partner
Nullock is a free, self-hosted alternative to Burp Suite Pro that contains an MITM proxy with a full active scanner (SQLi/XSS/SSRF/XXE/SSTI/smuggling), recon, OAST, nuclei-style templates, and a CI security gate.
deadair is an open-source tool that audits live SIEM rule inventories to identify active detections that are failing silently due to missing, stale, or schema-incompatible telemetry. By utilizing read-only metadata credentials, the tool resolves rule inputs against backend semantics to verify index resolution, document freshness, and ingest lag across Elastic Security and OpenSearch Security Analytics environments. Security engineering teams can deploy deadair to generate fleet-wide coverage reports or to automatically gate candidate detection rules within their CI pipelines.
Fibratus detects and eradicates advanced attacker tradecraft, malware, and emerging threats by scrutinizing and asserting a wide spectrum of system events against a behavior-driven rule engine and YARA memory scanner.
Mozilla revoked and replaced a GPG private subkey after an unencrypted copy of it was pushed to a private GitHub repository. The key signed Firefox and Thunderbird Linux tarballs, RPM packages, and checksums. Mozilla found no unauthorized access in the available audit records, but manual signature verifiers must import the new key and revoke the old key.
SOCRadar tied 2,085 of 2,188 tracked data exposures to the earlier Trivy compromise. Data collection ran from March 19 to March 24 and showed that malicious LiteLLM packages appeared only for 40 minutes on March 24. The worm stole tokens, keys, and credentials from CI/CD systems, then used developer secrets to poison more packages. Stolen datasets are now being sold on Telegram.
LoongLeak affects Loongson 3A5000 and 3A6000 processors.
Microsoft will be removing the Windows Management Instrumentation Command-line (WMIC) tool from Windows 11 systems starting in 24H2, 25H2, and 26H2.
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AI changed who can build. And now, IT teams face a new challenge: how do you enable faster innovation without the risk of unmanaged workflows, blind spots, and unexpected costs? On August 19, JOIN HEADSPACE'S SENIOR DIRECTOR OF AI ENABLEMENT [4], for a live discussion on how they're giving employees the autonomy to build with AI, while maintaining visibility and control. You'll see their custom LLM COST-OVERAGE DASHBOARD to track real-time spend, understand team and model adoption, and automate spend-limit controls.
Docker has announced updates aimed at making zero-CVE container images the default across the software supply chain. The company says its Hardened Images catalog now extends to hardened Alpine and Debian packages, supports patching beyond software end of life, and offers customization with maintained provenance, while Docker AI Governance records agent policy decisions in Docker Cloud and streams them to existing SIEM systems.
GitHub suffered a widespread outage Monday that disrupted repositories, APIs, GitHub Actions, Copilot, and enterprise authentication services, including SAML, OIDC, and SCIM. Error rates reached roughly 20% across web and API traffic and about 50% for raw repository and archive downloads before GitHub identified the faulty component and restored service later in the day.
Recent AI-related hacking incidents at OpenAI, Anthropic, AISI, and Hugging Face should prompt an urgent, industry-wide effort to strengthen operational security. Although limited damage occurred because the models lacked malicious intent, the incidents demonstrated powerful capabilities that could become more dangerous as models improve. Existing protections include alignment training, security classifiers, abuse detection, and conventional security, but each has weaknesses.
Enterprise AI agents become much easier to operate safely when their autonomy is bounded by explicit controls around permissions, tool access, verification, state, and approvals. Treat agents like production systems: use narrow tool permissions, durable audit trails, deterministic checks before writes, staged rollouts, cost and step limits, and human approval for higher-impact actions.
Moving from IT management into senior leadership requires more than technical depth: leaders need business acumen, strong communication, stakeholder trust, and the ability to connect technology investments to measurable outcomes. CIOs and rising technology executives also emphasize taking on high-impact projects, learning from failed initiatives, prioritizing what not to do, and developing mentors who can help broaden their perspective.
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Now that AI agents are touching production data, shared database passwords pose a bigger security risk. Teleport provides examples demonstrating how short lived certificates, policy-enforced hardware-backed authentication, and centralized audit logs help secure
Alipay introduced a full-stack agentic commerce foundation and its AHA multi-agent, cross-device interconnection protocol suite at an AI ecosystem conference in Hangzhou. The initiative gives merchants tools to convert services into agent-accessible capabilities, while enabling agents across devices and vendors to coordinate authorization, fulfillment, and settlement, with Alipay reporting thousands of adapted services and partnerships across smartphones and automakers.
Dynatrace is acquiring AI observability company Arize for roughly $915 million, combining Arize's visibility into model outputs, agent behavior and tool use with Dynatrace's application and infrastructure telemetry. The goal is to give DevOps and platform teams a clearer way to trace AI-agent failures back through the services, transactions and systems they affect.
End-to-end AI agents are flooding open-source maintainers with low-quality issues and pull requests, shifting effort away from coding and toward review. While AI-assisted human contributions can be useful, open source also depends on qualities that automated patches cannot replace, such as human conversation, relationships, and sustained collaboration.
SaaStr canceled Notion after seven years, not because of pricing, support, or a competing product, but because an internal AI agent gradually absorbed the last workflow it was being used for. This creates a new kind of SaaS churn: narrow-purpose tools can disappear from the stack as agents connect directly to company data and take over their jobs, making traditional usage and customer-health metrics less reliable.
Nine open-source automation and workflow platforms.
Google is adding least-privilege agent identities, audit trails, flow-level access controls, human approvals, and DLP protections to Workspace Studio so admins can more safely allow agentic automations to act across Gmail, Drive, and other Workspace apps.
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Ads get ignored on social media but not in TLDR! Reach developers, PMs, marketers, founders and other tech leaders where they actually
Brands across industries are using handmade aesthetics to signal humanity in an AI-saturated market. Think hand-drawn typography, imperfect textures, retro illustrations, and intentionally ‘rough' design. The trend is showing up in food, cleaning products, luxury hospitality, and even AI brands like Claude. However, when brands use these cues without meaning, they can feel generic and fail to stand out. Handmade elements work best when they fit the brand or concept.
Google lowered the follower threshold for its Search profiles, making the feature available to more brands and creators. YouTube, Instagram, and X accounts now qualify at 35K followers or subscribers, down from 100K. TikTok's threshold dropped from 300K to 100K. Google also added new Search Console reporting on search terms, rankings, and search volume. On YouTube, channel managers will now receive alerts for copyright claims and removal requests, giving teams more visibility into issues that could affect content.
Use a believable “mistake” to earn a second email. Send an initial email with something intentionally wrong (ie. a broken link, placeholder text, or early promotion). Follow up minutes later with an “oops” apology and the real offer. The first email creates curiosity and gets attention. The follow-up feels more human and gives you a natural place to add a discount or incentive. Use this sparingly, as repeating this tactic too often makes it obvious.
Showing the person behind a service can make a landing page more persuasive when customers need reassurance before taking action. For a financial services client, replacing a calculator-focused headline with “Is equity release right for me?” and introducing a real information team member increased completed leads by 79%. The test worked by bringing the team's reputation for empathy and clear guidance onto the page before visitors had to contact them. Identify persuasive assets that already exist in the business and surface them where prospects need reassurance.
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Join Lob September 15 at 10 AM PT for the State of Direct Mail: Consumer Insights 2026 Webinar. Hear from 2,000 consumers: why relevancy beats discounts, why Gen Z responds to identity, and how 79% act after receiving mail.
Join this webinar on August 21 at 12 PM EST for a 1-hour session on using AI to create high-quality B2B content. Speakers, including Amanda Natividad of SparkToro, Jenny Coppola of Bitly, and Meghan Crook Brisson of Intentsify, will share their workflows. They'll cover the tools and prompts they use, what they write themselves, and how they evaluate AI output.