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A recent meeting at the W3C addressed growing threats to the open web posed by LLM crawlers and AI-driven content consumption. These technologies challenge the current web model by straining server resources, extracting value from publishers without fair exchange, and potentially undermining advertising revenue.
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AI adoption is accelerating, but delivery continues to lag as ROI pressure rises and governance and system complexity introduce
The PHP project is retiring its long-standing, custom licenses in favor of the widely recognized BSD 3-Clause license to improve legal compatibility and simplify redistribution for developers and Linux distributions.
The Lenovo Chromebook Plus 14 is a great high-performance alternative to MacBooks for web developers, offering comparable ARM-based processing power.
Developing a custom car-sharing application to resolve family logistical challenges showed this dev the importance of balancing user-centered design, technical performance, and focused feature scoping.
Due to newly discovered Linux kernel vulnerabilities and the elevated risk of supply chain attacks, a one-week moratorium on installing new software is recommended, excluding essential security patches.
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Over 7 million tech professionals read TLDR including developers, product managers, founders and executives. Get in front of your target audience with an ad placement just like this one! Learn more [4]about running a campaign.
Companies must embrace AI adoption to thrive, with success hinging on team expertise and innovation. Levels of AI implementation range from basic prompt usage to full process automation, impacting headcount and roles. Building a culture of adaptability, hosting hackathons, and investing in AI tools are crucial strategies to drive AI proficiency and maintain competitiveness.
Doomers keep predicting jobs will disappear in productivity revolutions, and they keep being wrong. Excel cost about 1M bookkeeping jobs and minted 1.5M financial analysts in the same window. The Atlanta Fed reports 90%+ of firms saw zero AI impact on headcount over three years. Earnings calls run 8:1 augmentation over substitution. The data isn't subtle. The narrative is just lagging.
The companies winning the fast AI markets right now are not on the only growth curve available. Treating their trajectory as the benchmark for all AI is going to lead to a lot of misallocated capital. For the most valuable problems, the next phase of AI won't look like Cursor's growth chart. Slow growth is required to build companies that competitors can't easily copy in a quarter when the funding cycle turns.
Avoid pricing software based on build effort, as it disconnects from optimal value-based pricing. Engineers and sales teams often struggle with pricing due to biases related to development effort and historical costs. Instead, focus on the value delivered to customers, with pricing decisions informed by a dedicated pricing team if possible.
The interesting analyses that businesses want to run today depend on events that happened two years ago. If these events weren't logged, no amount of cleverness will work. Businesses need to instrument event data on day one. The cost of not having historical events when needed is high and asymmetric.
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O11yCon SF (May 20-21) brings together practitioners and leaders tackling observability, AI systems, and reliability at scale. Expect hands-on workshops, peer-led discussions, and honest conversations with teams operating in today's agent-driven landscape. Use code
Google is rolling out AI-driven bidding and budgeting features across Search, Shopping, and Performance Max. The update is aimed at helping advertisers capture more demand without increasing manual effort. Users will be able to help campaigns respond more dynamically to shifting consumer behavior. They will be able to capture more conversions by using AI to find demand and optimize spend in real-time. The new features will result in more value from the same budget while staying competitive in the fast-changing search landscape.
Flue is an agent harness framework similar to Claude Code or Codex. It is 100% headless and programmable with no TUI or GUI - just TypeScript. Flue's agents act autonomously to solve problems and complete tasks with very little code. It enables anyone to write once, build, and deploy agents anywhere.
Hashgraph Ventures' Dara Campbell argues capital raising sits above sourcing, diligence, and decks as the skill separating elite VCs and founders, citing data that founders pitch 58 investors for one seed yes, 75% of VC-backed companies never return cash, and 13% of GPs in 2024 had no plans to raise another fund. The skill is psychological, built on likability under stress, authenticity that allocators detect physically, patience that can take three years of relationship-building before a Middle East family office wires money, and the boldness to read the room and ask at the right moment for the right size.
Market structure predicts success better than traditional TAM metrics in Vertical AI. Startups should adapt strategies based on whether markets are fragmented or concentrated, avoiding direct competition in entrenched markets. This approach enables Vertical AI companies to innovate and potentially dominate by building comprehensive, unique solutions.
Startups often overlook their existing activities as marketing.
AI is reshaping the workforce, eliminating the need for middle-layer roles and emphasizing the importance of judgment and human connection.
Usage is arguably the most important metric in AI and B2B.
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Google is rolling out a fundamentally new approach to search personalization that uses AI to build a continuous profile of each user from their search history, Gmail, calendar, Maps, and browsing behavior. Unlike previous personalization attempts that amounted to appending location signals to keyword lookups, this system sets interest flags with every search and uses them as background context for all future queries. The feature is live in Gemini and AI Mode, and is expected to eventually become the default search experience, meaning two people searching the same phrase could receive entirely different results.
The near-zero cost of AI-generated video is creating a supply explosion at the worst possible time, as fatigue data shows audiences are actively pulling back from platforms. Recent consumer research found that 1 in 4 people have deleted a social media app to take a break, and 62% of adults report digital burnout. Meanwhile, viewers are not losing attention capacity but exercising more selective choice, with average Facebook sessions falling from 2.7 minutes in 2013 to 54 seconds by 2025. The real constraint on video marketing was never production cost but human attention, and brands relying on volume over authenticity will struggle as audiences become more selective.
Claude Code works best for marketing research when you build repeatable workflows instead of relying on one-off prompts. The recommended process is to start with a single company, create reusable “skills” for each research type, store all outputs in spreadsheets, and validate one data point at a time before scaling across dozens or hundreds of companies. Claude often invents plausible-sounding data, so you need to batch test methodologies, flag unknowns instead of forcing yes or no answers, and manually review outliers before publishing insights. The workflow also relies on lightweight tools like curl, HTML artifacts, and structured prompts to reduce token waste and turn competitive research into an ongoing system instead of a manual project.
Targeted journalist outreach drives better PR results than mass pitching. One BuzzStream study found that smaller and more relevant outreach lists generated 17x more links. The article frames journalist fit around three checks: Format, Industry, and Timing. Review recent headlines instead of relying on bios because journalists often focus on narrow story formats like breaking news, product roundups, or data-driven features. Timing also matters because pitching the same story too soon, contacting inactive reporters, or over-emailing the same journalist can damage relationships and reduce response rates. Tracking outreach in a CRM and tailoring pitches to current coverage patterns helps you avoid wasted outreach and improve the odds of placement.
The 90 days before renewal should not be treated like a normal campaign window. Start by reinforcing value at 90 days with clear ROI and shareable summaries, then expand engagement at 60 days with tailored content and broader stakeholder reach. At 30 days, shift control to CS and limit marketing to supportive touchpoints only. In the final stretch, suppress most marketing sends to avoid conflicting with renewal conversations.
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AirOps [10] NEXT brings CMOs and growth leaders to NYC on May 13 for the playbooks actually working in AI search. Teams from Ramp, HelloFresh, and Anthropic share how they're running AEO at scale. One day, one stage, application-only.
This Claude skill was built to eliminate the repetitive, time-consuming process of pulling data and writing campaign reports, which often leads to delayed or shallow insights. It automates the full workflow and frames results around relative lift and business impact, not just raw numbers. The key outcome is better decision-making. Teams move faster, reports actually get read, and small-sample tests are less likely to be killed early because the analysis highlights real signal over volume.
This report analyzes how people search, browse, and engage online using large-scale clickstream data from millions of users across the US, EU, and UK. It covers platform share, AI search adoption, shifts in behavior and intent, query length changes, zero-click trends, and differences in e-commerce and content discovery across regions. Access requires an email sign-up.
YouTube can surface a “Featured Places” module that connects videos directly to a business's Google Maps listing, showing a Maps button alongside related content in the video description. This happens when YouTube recognizes a clear link between a video and a physical business, typically through signals like mentions of the business name and city, metadata, and connected Google accounts. For local businesses, this improves visibility across both video and local search. It also shortens the path from viewing content to taking action via Google Maps.
The digital strategy behind NASA's Artemis II mission produced 3,270 social media posts in 10 days and turned a crewed spaceflight into one of the most engaging social media moments in recent memory. A two-person team spent six years building the Artemis social presence, focusing on a balance between institutional credibility and creative content that could resonate broadly. Several of the mission's biggest viral moments were unscripted, including a crew video styled after an 80s sitcom intro that was spontaneously filmed by the astronauts. The strategy also leaned on public participation through a global contest to design the mission's zero gravity indicator, which received thousands of entries from over 50 countries.
Bandit grew into a high-engagement running brand by treating community as its acquisition engine instead of relying on paid ads. It built loyalty through membership perks, run clubs, training programs, and community-first retail spaces that doubled as fulfillment hubs and gathering spots. The brand paired fashion-driven product design with performance features like hidden storage pockets, which helped it stand out in a crowded category and drive an $850 customer lifetime value from members. Bandit scaled awareness by creating media-friendly activations like the Unsponsored Project and the Grand Prix, which turned niche running culture into shareable content and press coverage. The broader lesson for marketers is that community scales when brands create shared values, give customers a place to engage, and build activations that naturally generate amplification beyond the core audience.
TLDR is hiring a VP of Marketing to scale growth, pipeline, and brand across 8M+ subscribers, 13 newsletters, and advertisers like AWS, Google Cloud, Microsoft, and Anthropic. Apply here [17].
SEOs are uniquely qualified to be Skills MD Optimizers, Eval Managers, or Knowledge Managers.
How Slate plans its “content blitz” days to film 13 pieces of content in 8 hours.
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Monetizing AI is tricky. Monetizing agents? Somehow, even trickier. In this Metronome webinar [4], SaaS pricing expert Kyle Poyar and CEO Scott Woody will explain:
These metrics reveal whether customers are building a habit or quietly preparing to churn.
Product work in Europe can be slowed by process, consensus, and risk avoidance. The PMs who stand out are the ones who simplify, make evidence-based decisions, and create progress where others wait for permission.
AI lock-in is an architecture problem, not just a vendor problem. The best teams will move fast while preserving portability across models, data, evaluation, and deployment.
AI coding tools are only as effective as the organization around them. Strong engineering foundations turn AI into leverage, while weak systems turn it into more chaos.
Validate demand before scaling. A lightweight system of ads, analytics, A/B tests, and feedback loops can turn a small budget into real signal from strangers.
AI-era design requires working inside the product, not around it. The best designers will ship code, use real data, and improve the experience through small, fast changes instead of waiting for perfect plans or consensus.
AI adoption is becoming a divide between builders and spectators. Winning companies will go beyond prompts by rebuilding workflows, systems, and org structures around what AI makes possible.
AI moats may come less from memory and more from customization.