Dave Davies @onlineinference.com · 04/05/2026Article link: wandb.ai/site/article...wandb.aiAgentic AI self-correction: How to build systems that fix their own mistakes% 000
Dave Davies @onlineinference.com · 04/05/2026“The system doesn’t fail because it stops; it fails because it doesn’t know when to stop.” Many agent failures aren’t crashes 🤕; they’re loops➿. If you’re building agents: 🔄 max retries 💸cost ceilings ⏪fallback paths Or you scale failure. @wandb article in the comments👇 100
Dave Davies @onlineinference.com · 12/02/2026Link: wandb.ai/ai-team-arti...wandb.aiAdvanced context engineering guide for vibe codingEveryone knows how to vibe code with AI IDEs, but not everyone manages context. Let’s vibe code with Antigravity and Claude Code the right way. 000
Dave Davies @onlineinference.com · 12/02/2026As someone who vibe codes … this is great advice from @weightsbiases.bsky.social . Prompting isn’t the bottleneck 🍾. Context is. RPI (🧪Research → 🤔Plan → 🛠️Implement) + 🤏intentional compaction = ➿fewer correction loops and 👍better output. 100% worth the read. Link in the comments. 👇 100
Dave Davies @onlineinference.com · 04/02/2026From @sengineland 👇 Advertisers must migrate to Google’s new Merchant API or risk Shopping and Performance Max campaigns stopping altogether. f.mtr.coolGoogle Shopping API cutoff looms, putting ad delivery at riskAdvertisers must migrate to Google’s new Merchant API or risk Shopping and Performance Max campaigns stopping altogether. 000
Dave Davies @onlineinference.com · 04/02/2026From @sengineland 👇 Hype cycles come and go. But real SEO gains still depend on trust, crawlable data, and meeting user needs — not chasing the latest novelty. f.mtr.coolSEO in 2026: What will stay the sameHype cycles come and go. But real SEO gains still depend on trust, crawlable data, and meeting user needs — not chasing the latest novelty. 130
Dave Davies @onlineinference.com · 04/02/2026From @sengineland 👇 Creating pages only machines will see won’t improve AI search visibility. Data shows standard SEO fundamentals still drive AI citations. f.mtr.coolWhy LLM-only pages aren’t the answer to AI searchCreating pages only machines will see won’t improve AI search visibility. Data shows standard SEO fundamentals still drive AI citations. 000
Dave Davies @onlineinference.com · 04/02/2026From @sengineland 👇 From illegal trades to chatbot lawsuits, these examples reveal the operational, legal, and reputational risks behind failed AI deployments. f.mtr.cool7 real-world AI failures that show why adoption keeps going wrongFrom illegal trades to chatbot lawsuits, these examples reveal the operational, legal, and reputational risks behind failed AI deployments. 000
Dave Davies @onlineinference.com · 03/02/2026From @sengineland 👇 Google now uses Gemini 3 Pro to generate some AI Overviews in Google Search. Google said for more complex queries Gemini 3 Pro is used for AI Overview. This was previously announced for AI Mode res... f.mtr.coolSome Google AI Overviews now use Gemini 3 ProComplex queries now trigger Google’s most advanced model. It's now live in English globally. 000
Dave Davies @onlineinference.com · 03/02/2026From @sengineland 👇 Tell us what you want to learn about and who you want to hear from at SMX Advanced taking place June 3-5 at the Westin Boston Seaport. f.mtr.coolHelp us shape SMX Advanced 2026. You could win an All Access pass!Tell us what you want to learn about and who you want to hear from at SMX Advanced taking place June 3-5 at the Westin Boston Seaport. 000
Dave Davies @onlineinference.com · 03/02/2026From @sengineland 👇 @OpenAI’s move toward ads in AI responses could create a new, highly contextual channel for advertisers while reshaping digital marketing. f.mtr.coolOpenAI discusses an ad-driven strategy centered on ChatGPT scale and media partnershipsOpenAI’s move toward ads in AI responses could create a new, highly contextual channel for advertisers while reshaping digital marketing. 000
Dave Davies @onlineinference.com · 03/02/2026From @sengineland 👇 Marketing roles lack clear salary standards. These tips help you assess your value, benchmark pay, and negotiate with confidence. f.mtr.cool10 salary negotiation tips for search marketersMarketing roles lack clear salary standards. These tips help you assess your value, benchmark pay, and negotiate with confidence. 000
Dave Davies @onlineinference.com · 03/02/2026From @sengineland 👇 We fully decrypted SearchGuard, the anti-bot system protecting Google Search. Here's exactly how Google tells humans and bots apart. f.mtr.coolInside SearchGuard: How Google detects bots and what the SerpAPI lawsuit revealsWe fully decrypted SearchGuard, the anti-bot system protecting Google Search. Here's exactly how Google tells humans and bots apart. 001
Dave Davies @onlineinference.com · 03/02/2026From @sengineland 👇 Why AI search advice spreads without proof, how to evaluate GEO claims, and which recommendations actually stand up to scrutiny. f.mtr.coolGEO myths: This article may contain liesWhy AI search advice spreads without proof, how to evaluate GEO claims, and which recommendations actually stand up to scrutiny. 000
Dave Davies @onlineinference.com · 02/02/2026From @sengineland 👇 Google is confirming fewer and fewer search algorithm updates, but that doesn't mean there is less ranking volatility. f.mtr.coolGoogle algorithm updates 2025 in review: 3 core updates and 1 spam updateGoogle is confirming fewer and fewer search algorithm updates, but that doesn't mean there is less ranking volatility. 110
Dave Davies @onlineinference.com · 02/02/2026From @sengineland 👇 SMX Next PPC experts said thriving in 2026 means pairing rapid AI advancements with strong fundamentals and human oversight. f.mtr.cool2026 PPC trends to get ahead of nowSMX Next PPC experts said thriving in 2026 means pairing rapid AI advancements with strong fundamentals and human oversight. 000
Dave Davies @onlineinference.com · 02/02/2026From @sengineland 👇 Learn how AI content optimization helps your website get cited by ChatGPT, Perplexity, and Google AI Overviews. f.mtr.coolHow to optimize content for AI search engines: A step-by-step guideLearn how AI content optimization helps your website get cited by ChatGPT, Perplexity, and Google AI Overviews. 020
Dave Davies @onlineinference.com · 02/02/2026From @sengineland 👇 The best PPC marketers use AI with intention, skepticism, and context. Here’s what separates them from the rest. f.mtr.cool10 keys to a successful PPC career in the AI ageThe best PPC marketers use AI with intention, skepticism, and context. Here’s what separates them from the rest. 000
Dave Davies @onlineinference.com · 02/02/2026From @sengineland 👇 Google’s AI health summaries rely on sources that lack rigorous medical review or evidence, a new analysis finds. f.mtr.coolGoogle AI Overviews cite YouTube most often for health topics: StudyGoogle’s AI health summaries rely on sources that lack rigorous medical review or evidence, a new analysis finds. 000
Dave Davies @onlineinference.com · 02/02/2026From @sengineland 👇 Advertisers can now access Manual CPC directly in campaign setup, making it easier to set bids without bypassing recommended options. f.mtr.coolGoogle Ads makes Manual CPC easier to findAdvertisers can now access Manual CPC directly in campaign setup, making it easier to set bids without bypassing recommended options. 000
Dave Davies @onlineinference.com · 01/02/2026From @sengineland 👇 Ads in ChatGPT could give advertisers a new, high-intent way to reach users directly within relevant conversations. f.mtr.coolOpenAI will begin testing ChatGPT ads in the U.S.Ads in ChatGPT could give advertisers a new, high-intent way to reach users directly within relevant conversations. 000
Dave Davies @onlineinference.com · 01/02/2026From @sengineland 👇 Google Ads is testing A/B experiments for Shopping Ads, letting advertisers compare product titles/images to see what performs better. f.mtr.coolGoogle Ads tests A/B experiments for Shopping ad product dataGoogle Ads is testing A/B experiments for Shopping Ads, letting advertisers compare product titles/images to see what performs better. 000
Dave Davies @onlineinference.com · 01/02/2026From @sengineland 👇 Amy Hebdon shares lessons from early mistakes in her career, emphasizing the importance of managing relationships alongside campaigns. f.mtr.coolAmy Hebdon discusses the PPC decision that cost her a good client relationshipAmy Hebdon shares lessons from early mistakes in her career, emphasizing the importance of managing relationships alongside campaigns. 000
Dave Davies @onlineinference.com · 01/02/2026From @sengineland 👇 Google search and Shopping ad clicks are surging, offering advertisers a rare opportunity to reach high-intent audiences while CPCs remain stable. f.mtr.coolGoogle search ad clicks hit five-year high as Q4 spend rises 13% - ReportGoogle search and Shopping ad clicks are surging, offering advertisers a rare opportunity to reach high-intent audiences while CPCs remain stable. 000
Dave Davies @onlineinference.com · 31/01/2026From @sengineland 👇 Land your next job in SEO or PPC. These brands and agencies are hiring to fill open search marketing positions right now. f.mtr.coolThe latest jobs in search marketingLand your next job in SEO or PPC. These brands and agencies are hiring to fill open search marketing positions right now. 010
Dave Davies @onlineinference.com · 31/01/2026From @sengineland 👇 YouTube upgraded its Promotions tool to let creators target viewers by interests—shifting beyond basic demographic-based promotion. f.mtr.coolYouTube gives creators smarter ad targetingYouTube upgraded its Promotions tool to let creators target viewers by interests—shifting beyond basic demographic-based promotion. 000
Dave Davies @onlineinference.com · 31/01/2026From @sengineland 👇 Nearly 90% of advertisers use AI for video ads. Performance now comes down to creative inputs, data signals, and measurement. f.mtr.coolAI for video advertising: 5 best practices for PPC campaignsNearly 90% of advertisers use AI for video ads. Performance now comes down to creative inputs, data signals, and measurement. 000
Dave Davies @onlineinference.com · 31/01/2026From @sengineland 👇 Audiences form preferences before they search. Learn how authority shows up across social, search, and AI-powered answers. f.mtr.coolDiscoverability in 2026: How digital PR and social search work togetherAudiences form preferences before they search. Learn how authority shows up across social, search, and AI-powered answers. 000
Dave Davies @onlineinference.com · 30/01/2026From @sengineland 👇 Google AdSense publishers are reporting sudden eCPM and RPM drops of up to 70%, sparking fears of another revenue shock. f.mtr.coolAdSense publishers report sudden revenue plunge — againGoogle AdSense publishers are reporting sudden eCPM and RPM drops of up to 70%, sparking fears of another revenue shock. 010
Dave Davies @onlineinference.com · 30/01/2026From @sengineland 👇 Google Ads has introduced account-level placement exclusions, allowing advertisers to block unwanted inventory from a single, centralized setting. f.mtr.coolGoogle Ads rolls out account-level placement exclusionsGoogle Ads has introduced account-level placement exclusions, allowing advertisers to block unwanted inventory from a single, centralized setting. 000
Dave Davies @onlineinference.com · 30/01/2026From @sengineland 👇 Set a total campaign budget over days or weeks, letting Google optimize spend automatically and keep your campaigns on track without constant tweaks. f.mtr.coolGoogle introduces total campaign budgets for SearchSet a total campaign budget over days or weeks, letting Google optimize spend automatically and keep your campaigns on track without constant tweaks. 000
Dave Davies @onlineinference.com · 30/01/2026From @sengineland 👇 Misreading churn leads to flawed CLV assumptions. Analyze retention over time and identify the customers that actually drive profit. f.mtr.coolWhy the shakeout effect matters in CLV modelingMisreading churn leads to flawed CLV assumptions. Analyze retention over time and identify the customers that actually drive profit. 000
Dave Davies @onlineinference.com · 30/01/2026From @sengineland 👇 Microsoft’s latest updates give advertisers more control over PMax, from acquiring new customers to improving visibility and measurement f.mtr.coolMicrosoft adds new customer acquisition goals and deeper visibility to PMaxMicrosoft’s latest updates give advertisers more control over PMax, from acquiring new customers to improving visibility and measurement 000
Dave Davies @onlineinference.com · 30/01/2026From @sengineland 👇 Social content creates curiosity that shows up as branded search. Here’s how to measure and use the halo effect. f.mtr.coolThe social-to-search halo effect: Why social content drives branded searchSocial content creates curiosity that shows up as branded search. Here’s how to measure and use the halo effect. 000
Dave Davies @onlineinference.com · 29/01/2026From @sengineland 👇 Google’s new data transmission controls let advertisers fine-tune how ad and analytics data flows when user consent is limited. f.mtr.coolGoogle adds new data transmission controls to Ads consent stackGoogle’s new data transmission controls let advertisers fine-tune how ad and analytics data flows when user consent is limited. 000
Dave Davies @onlineinference.com · 29/01/2026From @sengineland 👇 Google Ads' new campaign set-up flow aims to reduce onboarding friction by letting advertisers get live with a campaign almost immediately. f.mtr.coolGoogle tests faster account setup using pre-built campaignsGoogle Ads' new campaign set-up flow aims to reduce onboarding friction by letting advertisers get live with a campaign almost immediately. 000
Dave Davies @onlineinference.com · 29/01/2026From @sengineland 👇 A little-known Google Ads setting can allow Google to add unapproved imagery to location-based ads, raising brand control concerns. f.mtr.coolA quiet Google Ads setting could change your creativeA little-known Google Ads setting can allow Google to add unapproved imagery to location-based ads, raising brand control concerns. 001
Dave Davies @onlineinference.com · 29/01/2026From @sengineland 👇 Google Trends now uses "Gemini capabilities to automatically identify and compare relevant trends for your area of interest," Google wrote. f.mtr.coolGoogle Trends adds Gemini to Explore pageGoogle Trends now uses "Gemini capabilities to automatically identify and compare relevant trends for your area of interest," Google wrote. 000
Dave Davies @onlineinference.com · 29/01/2026From @sengineland 👇 This is also coming to Google Search in AI Mode soon, Google added. f.mtr.coolPersonal Intelligence with Gemini connect your searches, email, photos, and YouTube historyThis is also coming to Google Search in AI Mode soon, Google added. 010
Dave Davies @onlineinference.com · 29/01/2026From @sengineland 👇 AI search relies on consensus across owned, earned, and community sources. This framework shows how SEO can lead cross-functional execution. f.mtr.coolWhy 2026 is the year the SEO silo breaks and cross-channel execution startsAI search relies on consensus across owned, earned, and community sources. This framework shows how SEO can lead cross-functional execution. 000
Dave Davies @onlineinference.com · 28/01/2026From @sengineland 👇 Answer-first content, structured data, and authority signals shape AI-driven search. This 90-day plan explains how to put them into practice. f.mtr.coolA 90-day SEO playbook for AI-driven search visibilityAnswer-first content, structured data, and authority signals shape AI-driven search. This 90-day plan explains how to put them into practice. 020
Dave Davies @onlineinference.com · 28/01/2026From @sengineland 👇 Google Ads added a Change history shortcut that lets advertisers jump directly to affected campaigns and ad groups. f.mtr.coolGoogle Ads adds shortcut button to Change historyGoogle Ads added a Change history shortcut that lets advertisers jump directly to affected campaigns and ad groups. 000
Dave Davies @onlineinference.com · 28/01/2026From @sengineland 👇 AI-driven search can turn forum opinions into 'facts.' Here's your emerging ORM playbook for monitoring, response, and AI visibility f.mtr.coolHow brands can respond to misleading Google AI OverviewsAI-driven search can turn forum opinions into 'facts.' Here's your emerging ORM playbook for monitoring, response, and AI visibility 000
Dave Davies @onlineinference.com · 28/01/2026From @sengineland 👇 These open-source MMM tools solve different measurement problems, from budget optimization to forecasting and preprocessing. f.mtr.cool 000
Dave Davies @onlineinference.com · 28/01/2026From @sengineland 👇 Core Web Vitals don’t boost AI rankings — except when performance fails badly enough to hurt trust and engagement, this analysis shows. f.mtr.coolWhat 107,000 pages reveal about Core Web Vitals and AI searchCore Web Vitals don’t boost AI visibility — except when performance fails badly enough to hurt trust and engagement, this analysis shows. 000
Dave Davies @onlineinference.com · 28/01/2026From @sengineland 👇 Traditional link building is changing. Here’s how to vet a link building agency for AI visibility, ethical practices, and long-term staying power in 2026. f.mtr.coolHow to choose a link building agency in the AI SEO eraTraditional link building is changing. Here’s how to vet a link building agency for AI visibility, ethical practices, and long-term staying power in 2026. 000
Dave Davies @onlineinference.com · 27/01/2026From @sengineland 👇 AI didn’t kill copywriting. It killed low-grade informational SEO. Persuasion, positioning, and clarity now matter more than traffic volume. f.mtr.coolWhy copywriting is the new superpower in 2026AI didn’t kill copywriting. It killed low-grade informational SEO. Persuasion, positioning, and clarity now matter more than traffic volume. 000
Dave Davies @onlineinference.com · 27/01/2026From @sengineland 👇 A multi-year Apple–Google deal places Gemini at the core of Apple Intelligence and paves the way for a new Siri. f.mtr.coolApple is finally upgrading Siri, and Google Gemini will power itA multi-year Apple–Google deal places Gemini at the core of Apple Intelligence and paves the way for a new Siri. 000
Dave Davies @onlineinference.com · 27/01/2026From @sengineland 👇 AI answers are taking clicks from publishers. Media companies warn that Google Overviews and chat experiences are speeding up traffic loss. f.mtr.coolNews publishers expect search traffic to drop 43% by 2029: ReportAI answers are taking clicks from publishers. Media companies warn that Google Overviews and chat experiences are speeding up traffic loss. 000
Dave Davies @onlineinference.com · 27/01/2026From @sengineland 👇 Google’s 2026 Shopping policy updates give advertisers more flexibility to promote subscriptions, modern offers, and localized payment incentives. f.mtr.coolGoogle expands Shopping promotion rules ahead of 2026Google’s 2026 Shopping policy updates give advertisers more flexibility to promote subscriptions, modern offers, and localized payment incentives. 000