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Dell pitches its UltraSharp 52 as a replacement for four smaller monitors, reducing the clutter of cables and stands. This hands-on review finds an impressive display for visual work and multiple data feeds, but also connection problems, awkward port access, and a setup that is difficult to justify for ordinary office work.
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Adding a second payment processor can reduce downtime risk and close coverage gaps, but the integration work and ongoing overhead can be significant. Stripe's guide breaks down how to evaluate the decision, what the resource investment actually looks like, and how an orchestration layer can help you manage multiple providers. Read the
OpenAI has introduced a managed Agents API in public beta to help enterprises build custom AI agents with reduced infrastructure management and engineering complexity. The service hosts the underlying harness and allows developers to run agents in OpenAI-managed sandboxes, on their own infrastructure, or through supported providers.
Boomi's September release makes Orchestrate generally available to US customers and adds native tracking of Claude Managed Agents, including their tools, models, and token usage. Administrators can now inspect agent session logs across users, while new connectors cover Zoom, Ping Identity, and other business apps. Knowledge Hub also enters early access, bringing structured and unstructured company information into a governed retrieval layer for people and agents.
As generative AI makes writing software cheaper and faster, the primary bottleneck in enterprise software development shifts from building code to making coherent architectural judgments. Code is disposable while operational state and system integrations accumulate, so organizations face a growing risk of fragmented, locally optimized silos unless they maintain a deliberate enterprise-wide perspective before committing resources.
Slack resolved a weekend incident that made older image uploads appear blurry or fail to download across desktop, web, and mobile clients. A code change disrupted retrieval of existing files, while newly uploaded images were unaffected. Slack deployed a fix and confirmed that access was restored for affected customers.
Okta Chief Architect Robert Lucero discusses how agentic AI is transforming identity and access management.
New reporting highlights a macOS 26.4 change that prevents manually copied login Keychains from working on another Mac, creating a credential-recovery gotcha for IT teams replacing failed devices.
Apple's iOS 27, iPadOS 27, and macOS Golden Gate updates are scheduled for September 14, with a roughly 10 AM Pacific rollout expected, though not officially confirmed.
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Developers don't buy like B2B buyers: every claim gets checked, every pitch ignored. Marketing a devtool means earning trust in the docs and the search results, long before anyone books a call. Litebox is the GTM AGENCY FOR DEVTOOLS COMPANIES: brand, website, product design and growth from one team, not four vendors handing work to each other. • CopilotKit: 3.6X ORGANIC TRAFFIC in seven months • MotherDuck: 382 PAGES HOLDING 5.2K KEYWORDS in Google's top 10 • Browserbase: FULL SITE REBUILD IN NINE DAYS, before their $40M Series B
Google's strongest ranking factors are still relevance, backlinks, and content quality. Matching search intent matters more than simply targeting keywords. Original research and first-party data also help content stand out as AI makes publishing easier. Trusted backlinks remain important, while brand reputation and user behavior carry more weight. Technical SEO is still foundational, but it rarely lifts mediocre content on its own. Internal linking and user experience can further strengthen visibility when they help Google understand a site, and users find what they need.
AI deepfakes are making influencer credibility harder to protect. Fake ads can still use creators' likenesses without permission. Meta has added stronger advertiser verification and an AI detection tool to combat celebrity impersonation, but creators still report slow removals. Influencers are easy targets because years of public photos and videos give AI models abundant training material.
Before writing, define the emotion and action the copy should trigger. Spend most of the editing time on the first few lines since they determine whether people keep reading. Describe the audience's pain points with specific, concrete language to show you understand the problem. Write conversationally and cut jargon. Then read the copy aloud to catch awkward sentences and weak sections.
Build LinkedIn ads around the buying journey. Use signals to target companies entering a buying window, then start with thought leadership before introducing case studies and offers. Retarget engaged prospects with native lead forms and qualify them with specific questions. Follow up within 5 minutes while interest is fresh, and use sales outcomes to refine targeting and messaging over time.
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It's time to graduate from ask the chatbot to a real agentic workflow. This practical guide by Google Cloud [12] outlines a three-phase AI transformation model and high-impact agentic use cases. Need more inspo? Watch Google Cloud CEO Thomas Kurian [13] showcase customers pushing the limits of custom AI agents with Gemini Enterprise.
Google Ads can steer decisions through the data and recommendations it makes most visible. Default dashboards may prioritize less useful metrics, while hidden settings can override campaign-level targets. Search term reports can also reveal irrelevant traffic that inflates performance. Review account settings, conversion goals, search queries, and recommendations regularly instead of relying on Google's default views to guide optimization.
Digital PR pitches give journalists a clear story angle and the information needed to cover it. Survey and proprietary data pitches lead with a compelling finding, supported by methodology and a link to the full research. City studies add a local or seasonal hook, while reactive commentary needs timely news, relevant expert credentials, and a fresh quote. Product launches work best as concise announcements, while review and roundup pitches should lead with the problem the product solves and include pricing and availability.
Anya's path from product management into B2B product marketing shows how product experience can lead naturally into PMM. She studied computer science and later earned a master's in Product Development Management of IT Services. She gained product experience and took on marketing responsibilities at a small IT company. A professional blog helped her organize and deepen her knowledge. Later, mentoring helped her recognize that her marketing experience could translate into PMM, leading to a mid-level role at a B2B SaaS startup.
PLG companies often weaken growth when they start chasing enterprise revenue. Sales teams begin treating self-serve users as leads, while product teams lock valuable features behind higher tiers. Enterprise opportunities should instead emerge from product usage. Growing teams and expanding usage can signal when an account is ready for sales. Self-serve customers should still be able to discover and buy the product without unnecessary sales friction.
Facebook's research found that standard ad attribution can overstate incremental conversions by 3X or more.
Scammers are filing fake copyright complaints against Instagram creators, then demanding payment to withdraw them.
A guide to 24 workplace challenges, with expert advice on AI, career growth, and layoffs.
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Devs finally have a challenger to GitHub code hosting with Origin. Origin was built _on_ Buildkite. Buildkite is a launch partner for this new code ecosystem. Origin holds the code. Buildkite runs the build. Vercel ships it. Three layers, one path from idea to production. We also run CI for OpenAI, Anthropic, Mistral, xAI, Airbnb, Nvidia, Canva, Uber, Meta, Pierre, Bun and more. Build faster, more securely, more reliably, with the CI engineered for frontier scale, used by the frontier labs setting the pace.
OpenAI's Agents API is now in public beta. The API brings the same harness and infrastructure that powers Codex to developers through a simple and flexible API. It allows developers to create useful agents with a powerful harness that manages context, uses tools efficiently, and coordinates subagents. The API provides infrastructure to keep agents running reliably for days, and environments where agents can work with files, run code, and save intermediate results.
Anthropic claims it has disrupted several plots to use its AI models to conduct research that could have helped develop biological weapons. The company says it still can't determine whether a query serves a legitimate or nefarious purpose, so it erred on the side of caution as the consequences of mistakes could be severe. Anthropic detected use from companies from blocked regions and parties that otherwise tried to obfuscate their purpose.
Unitree CEO Wang Xingxing recently unveiled details about his company's IPO in an interview that covers his business principles, Unitree's managerial structure, and how the company is changing its employees' lives. Unitree listed on the STAR Market on August 19, with its market capitalization briefly reaching 440 billion yuan after its IPO. Wang was briefly the richest person in China born in the 1990s.
Analysts predict that AI will soon deliver double-digit growth in advanced economies. Experts say it could push growth to something like 10% to 15% per year. The decade ahead could see economic growth of 30% per year and beyond. Predictions of double-digit growth are common among AI insiders.
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Ahrefs Brand Radar [10] tracks your brand across ChatGPT, AI Overviews, Gemini, Perplexity and Copilot — from 471M+ real search-backed prompts. Benchmark competitors, see what AI cites, add your own prompts.
Companies are experimenting with cheaper open models on inference providers. There is a trend toward more investment in model routing to route simpler requests to cheaper models. The industry is seeing more knowledge-sharing sessions on how to use AI models cost-effectively. More and more companies are setting per-developer limits on AI usage.
This post follows the journey of a PostgreSQL query through all of the layers of a complex sharded system. It aims to help readers understand what goes into making a large-scale sharded PostgreSQL deployment appear to be a single server even when spanning thousands of servers. A real database has hundreds of tables - the example in the post keeps the schema simple with two tables spread across four shards.
The 'next thing' is always simpler than you think and very obvious in hindsight. OpenAI's addition of Computer Use is deceptively simple and obvious in hindsight. 'Computer use' is a very generic, unspecified thing. It requires general intelligence across many domains to get better at it.
Centralized router platforms can offer customers better economics than local deployments. Outcomes pricing belongs to the infrastructure layer. The model layer could offer outcomes pricing, but it will have the same problems as the app layer. Router layer pricing is most politically aligned with customers, who just want to sell more compute and don't care which model is used.
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Your vendor says "OWASP LLM Top 10 covered." That's a checklist, not a defense. Seven red flags every developer should catch before
The people building AI earnestly believe that it could kill us all by the end of the decade.
AI can deidentify you better than many adversarial bot programs.
Google has six months to implement the technical measures and finalize the processes for data access.
Astra will change the world one way or another.
Most changes that would have made agents better at codebases make agents better too.
A storage solution is only part of what a team needs to collaborate around code.
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The most ambitious companies are training specialized models to outperform the frontier on their domain. On November 3 in San Francisco, Fireworks Forge will bring together leaders making this shift. At Forge [5], you'll * Learn what it takes to stop renting and start owning your intelligence * See how to take back control of your token bills with intelligent routing * Join hands-on workshops for training, inference, routing, and evals Hear from Jensen Huang, CEO of NVIDIA; Michele Catasta, President and Head of AI at Replit; Lin Qiao, CEO of Fireworks; and more speakers to be announced. November 3 · Pier 27 · San Francisco Attendance is free and limited.
OpenAI introduced the Agents API in public beta, giving developers access to the managed agent harness and infrastructure behind Codex. It handles context, tools, subagents, persistent execution, files, and code environments for agents that can run for extended periods.
Meta's Muse app will introduce a "Shared Agents" feature, allowing users to create customizable agents that can be shared with others, similar to Grokbot's system. This could benefit small businesses already using Meta platforms by enabling specialized agents for workflows like customer support and sales.
OpenAI is considering slowing down development of cutting-edge AI. The company has raised concerns about its advanced AI systems, saying that model development should be paused due to safety concerns. The company's researchers have gone viral for making comments saying OpenAI's technology will kill humanity by the end of the decade.
Chain-of-thought (CoT) is a valuable tool for overseeing AI models. However, some architectural shifts could significantly reduce CoT monitorability. This study looks at how much unverbalized serial cognition a model can perform.