Digital Applied Team
The Digital Applied editorial team — strategists, engineers, and operators publishing research on SEO, AI, and digital transformation.
Posts
2493 publishedGPT, Claude or Gemini: Which Cloud Sells Which Model
Google Cloud now offers OpenAI, Anthropic and Gemini models. Which frontier models AWS, Azure and Google Cloud each sell, in preview or GA, and how each bills.
AI Development··15 min readClaude Duet vs Gemini vs ChatGPT Dots for Small Business
Three AI assistants now pitch themselves to small business owners. Claude Duet, Gemini's business hub and ChatGPT Dots compared on plans, apps, limits and fit.
Business··11 min readPHP2Shell Fixes by Distro, Control Panel and PHP Version
Where the PHP2Shell fix comes from if you do not build PHP yourself: Ubuntu, Debian, RHEL and its clones, cPanel, Plesk, container images and PHP 8.1 or older.
Development··18 min readWebsite Security After PHP2Shell: What to Change in 2026
PHP2Shell shows AI can turn decade-old bugs into working exploits in hours. Nine changes to patching, inventory, hosting and AI agents that cut your exposure.
Development··17 min readOpenAI Models Come to Google Cloud: What Is in Preview
GPT-6 Astra, GPT-6.1 Sol and GPT-6 Luna reach Google Cloud in private preview, after AWS and Azure. What is confirmed, how billing works and who should wait.
AI Development··11 min readChatGPT Ads Reach 89 Countries: The 26 New Markets
ChatGPT Ads now run in 89 countries after a 26-market expansion across Latin America, Africa, Europe and Asia. Where they launched, how to buy and what to plan.
Marketing··11 min readClaude Duet: Anthropic's Always-On Agent, Explained
Anthropic's Claude Duet is a proactive agent that briefs you, works in the background and asks before it acts. Who can join the preview, limits and usage.
AI Development··11 min readPHP2Shell: Two Critical PHP Flaws Patched, What to Do Now
PHP 8.5.12, 8.4.27, 8.3.36 and 8.2.35 fix PHP2Shell, two critical remote code execution flaws found with AI help. Who is exposed, what to update and why now.
Development··14 min readNext.js 15 Support Ends October 21: Your Upgrade Options
Next.js 15 leaves Maintenance LTS on October 21, 2026, two years after release. What end of support means for security fixes and how to plan the move to 16.
Development··8 min readGemini's New Small Business Hub: What Owners Can Do Now
Gemini adds a small business hub with connected apps from Google Ads to Shopify and Xero, saved brand styles and finance help. What it does and who gets it.
Business··8 min readTypeScript 7.1 Beta: What's New and What to Test First
TypeScript 7.1 beta adds import attributes in ambient modules, source phase imports, an es2026 target and a new compiler API. What changes and what to test.
Development··12 min readAI COBOL Migration: What OpenAI's New Coding Results Show
OpenAI reports GPT-6.1 Sol migrated COBOL programs at up to 97.9% on its own test and GPT-6 Astra built SQLite in 20 languages. What it means for legacy code.
Business··10 min readChatGPT Slides: Which Plans Get It and What Teams Can Do
ChatGPT Slides builds and co-edits decks inside ChatGPT on Pro, Business and Enterprise plans. What it exports, who misses out and how it compares.
Business··8 min readMiniMax M3.1 Flash: Price, Benchmarks and Where to Use It
MiniMax M3.1 Flash costs $0.15 per million input tokens, reads images and video, and targets agents and coding. Benchmarks, limits and who should try it.
AI Development··9 min readMiniMax M3.1 Flash vs DeepSeek V4.1 Flash vs Mercury 3
Three cheap, fast agent models launched within three days. MiniMax M3.1 Flash, DeepSeek V4.1 Flash 1017 and Mercury 3 on price, speed and benchmarks.
AI Development··8 min readRun MiniMax M3.1 Flash Inside Claude Code: Setup and Costs
MiniMax now documents M3.1 Flash as a Claude Code backend. The settings to change, what the M Plan and API cost, and the limits to check before switching.
AI Development··8 min readAnthropic's Own Data: Junior Share of Tech Hires Fell to 9%
Anthropic published its own workforce data: juniors fell from 27% to 9% of technical hires as AI agents logged six times staff hours. What it means for teams.
Business··8 min readGoogle AI Mode Ads May Now Use What It Learns From Gmail
Google is testing ads in AI Mode for people who connect Gmail and Photos, reversing its ad-free stance. What its help page says, what is excluded, what to do.
Marketing··8 min readOpenAI Now Builds a Custom Voice From a Text Description
OpenAI now creates a custom voice from a text description for free. Where prompt-made voices work, the 100-voice limit and what it costs to use one.
AI Development··8 min readReflection Beam vs Muse Spark Open: Which Open Model Fits
Two US open-weight models in two days: Reflection Beam and Meta Muse Spark Open compared on licence, hardware, shared benchmarks, price and best fit.
AI Development··9 min readClaude Code Review Is Generally Available: Levels and Costs
Anthropic's Code Review is out of preview for Team and Enterprise plans. How the Quick, Standard and Deep levels differ, how reviews are billed and capped.
AI Development··10 min readDeepSeek V4.1 Flash 1017: MIT Weights and a Paid Search API
DeepSeek's V4.1 Flash 1017 ships MIT weights and shorter answers; its new Search API bills Claude Code and Codex calls from October 31. Prices and limits.
AI Development··9 min readMeta's New Terms on October 30: What Its Crawler May Read
Meta's revised Commercial Terms take effect October 30 and let its crawlers read sites tied to business accounts. What changed, what didn't and what to do.
SEO··9 min readReflection Beam: A 501B Open-Weight Model Under Apache 2.0
Reflection's first model, Beam, ships 501B open weights under Apache 2.0. What it takes to run, what its benchmarks show and where you can call it today.
AI Development··10 min readFLUX 3 Image Klein: Open-Weight Image AI on an 8GB GPU
Black Forest Labs' FLUX 3 Image Klein: 5.6B open weights that generate and edit images on an 8GB GPU in INT8. Licence limits, API price and who it suits.
Marketing··11 min readxAI vs OpenAI Voice: Grok Voice 3.0 vs GPT-Live-1.1 Compared
xAI and OpenAI both upgraded voice AI this week: Grok Voice 3.0 for API voice agents, GPT-Live-1.1 in ChatGPT. Prices, plan limits and the benchmarks.
AI Development··10 min readMeta Muse Spark Open: 816B Open Weights, Licence, Hardware
Meta's Muse Spark Open puts 816B-parameter open weights behind coding agents. What the licence allows, the hardware it needs and where you can run it.
AI Development··12 min readMuse Spark Open vs Kimi K3 vs GLM 5.3: Which Open Model Fits
Meta's new open-weight model against Kimi K3 and GLM 5.3 on shared benchmarks, API price, licence triggers and hardware, and which suits your work.
AI Development··11 min readFish Audio Drama 3: An Open-Weight AI Voice You Can Direct
Fish Audio's Drama 3 takes stage directions in brackets, edits single lines in place and ships open weights. Price, licence limits and who it suits.
AI Development··12 min readGemini 4 Argon vs GPT-6.1 Sol vs Claude Opus 5.5: Which Fits
Now that Gemini 4 Argon is generally available, how it compares with GPT-6.1 Sol and Claude Opus 5.5 on price, output limits, shared benchmarks and fit.
AI Development··13 min readWho Can Use Gemini 4 Argon? Every Google Plan Checked
Gemini 4 Argon is GA, but not on every plan. Which Google AI, Workspace and API tiers include it, the daily limits for business accounts and who misses out.
Business··11 min readGemini 4 Argon Is Generally Available: Migration Checklist
Gemini 4 Argon is now GA in the Gemini API at $2/$10 until November 30. What changes when you switch: output caps, caching, sampling and timeouts.
AI Development··11 min readClaude Now Sends OpenTelemetry Traces: What You Can See
Claude's API and Managed Agents can now export OpenTelemetry traces to your observability tool. What a trace shows, how to set it up and what's missing.
AI Development··12 min readGoogle Pays Some Publishers for AI Answers: What We Know
Google's AI contribution pilot pays some publishers when their content shapes AI Overviews, AI Mode and Gemini answers. Who is in, how it pays and the catch.
SEO··12 min readCould AI Copy Itself Onto a Smart Oven? Anthropic Tested It
Anthropic's red team says small AI models may be months from copying themselves onto cheap connected devices. What it tested, what worked and what it means.
Business··12 min readGPT-4o and GPT-4.1 Leave OpenAI's API on January 14, 2027
OpenAI will remove GPT-4o, GPT-4o mini, GPT-4.1 and GPT-4.1 mini from its API on January 14, 2027. What breaks, what to switch to and what it costs.
AI Development··12 min read
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