Articles & Insights
Digital Transformation in theAgent-First Era
Deep dives into Agentic Development, Frontier AI models, and data-driven strategies. Explore how AI is reshaping marketing and development.
2498 articles published • 1 featured • Browse by category below
Latest Articles
Exploring the future of digital marketing and technology
Use a repeatable AI image-edit test and blank scorecard to check product text, shape, colour, transparency, review time, and cost before publishing.
#ai-image-editing#product-photography+2 more
2026-11-10
Read Article
Read BrowseSafe++ with the right denominators: page formats, detector coverage, false alarms, adaptive attacks, and the actions your browser agent can take.
#browsesafe#browser-agents+2 more
2026-11-10
Read Article
Plan your Claude Fable 5.2 migration around four compatibility changes, platform exceptions, conversation history, and observable fallback behaviour.
#claude-fable#model-migration+2 more
2026-11-10
Read Article
Gemini 4 Carbon is publicly available. Compare access, November pricing, December costs and reasoning budgets before choosing it for demanding agent work.
#gemini-carbon#public-model-access+2 more
2026-11-10
Read Article
GPT Image 2 shuts down on February 10, 2027. Identify affected API jobs and compare 2.6 replacements on edit accuracy, output formats, cost, and recovery.
#gpt-image#image-generation+2 more
2026-11-10
Read Article
Grok STT 2.0 is listed on OpenRouter. Compare transcription rates, direct API options, speaker labels and review costs before adopting the new route.
#grok-stt#speech-to-text+2 more
2026-11-10
Read Article
Assess Claude Fable 5.2 with verified pricing, independent effort benchmarks and a practical method for deciding which difficult tasks justify its cost.
#Claude Fable 5.2#Fable pricing+3 more
2026-11-09
Read Article
Understand what TPU 8tx and TPU 8i Max could change for private AI and long-context agents, with practical questions for choosing a hosting architecture.
#TPU 8tx#TPU 8i Max+4 more
2026-11-09
Read Article
Understand Muse Ember’s short and long prompt prices, multimodal inputs and practical limits before using it for high-volume, repeatable AI agent tasks.
#Muse Ember#Meta Model API+3 more
2026-11-09
Read Article
Explore Seedream 5.5’s editing and transparency claims, the production work they could remove, and the access and quality questions creative teams must settle.
#Seedream 5.5#AI image editing+4 more
2026-11-09
Read Article
Measure whether AI coding creates accepted changes or a growing review queue, then match agent output to reviewer capacity without weakening release checks.
#AI code review#engineering capacity+3 more
2026-11-08
Read Article
Build an AI triage policy around error costs, calibrated confidence and review capacity, with a worked threshold example and a practical evaluation method.
#AI triage#human review+3 more
2026-11-08
Read Article
Distinguish base checkpoints, post-trained models and hosted assistants, then assess the adaptation, licences and operating work behind an AI buying decision.
#base model vs assistant#AI procurement+3 more
2026-11-08
Read Article
Calculate the capacity tied up by idle AI agents, account for resume overhead and storage, and decide whether sandbox suspension improves your economics.
#AI agent costs#sandbox suspension+3 more
2026-11-08
Read Article
Ampersand adds a speak-or-pass decision to group AI. Learn what the release establishes and how to evaluate useful contributions without unwanted noise.
#ampersand#humans+3 more
2026-11-07
Read Article
Arete-27B changes Qwen's behaviour through fine-tuning. Examine the evidence, judge and test conditions before treating a lower bias score as neutrality.
#arete-27b#nous-research+4 more
2026-11-07
Read Article
Anthropic's memory research shows why agents need traceable notes. Learn how to compare dreaming with raw-history search and test corrections safely.
#claude-memory#agent-memory+3 more
2026-11-07
Read Article
Anthropic's EVE research exposes coordination risks in agent teams. Use its findings to design clearer ownership, evidence checks and recovery tests.
#project-eve#claude-agents+3 more
2026-11-07
Read Article
Compare Gemini Omni 1.2 Flash video limits and output costs, then decide how to test longer clips, reference consistency and the upcoming model migration.
#gemini-omni-1-2-flash#ai-video-pricing+3 more
2026-11-06
Read Article
Understand GPT-6 Cyber access and token prices, then design a bounded security evaluation that measures confirmed findings, reviewer effort and verified fixes.
#gpt-6-cyber#daybreak-red+3 more
2026-11-06
Read Article
Separate Inkling 2 Small's hosted access, fine-tuning and promised weights, with a practical evaluation plan for teams considering a more adaptable model.
#inkling-2-small#thinking-machines+4 more
2026-11-06
Read Article
Read METR's Anthropic research assessment without confusing benchmark acceleration with business productivity, and build a better test for your own team.
#metr#anthropic+4 more
2026-11-06
Read Article
OpenRouter's full catalogue compared across October 28 to November 5, 2026: 665 matched routes, 35 price changes, 33 additions, 27 delistings, 24 expiry dates.
#ai-api-pricing#openrouter+4 more
2026-11-05
Read Article
Fifteen AI Overview citation studies from 2024 to 2026 compared: why Ahrefs alone reports 76% and 38% from the top 10, the YouTube outlier, schema and clicks.
#ai-overviews#ai-citations+4 more
2026-11-05
Read Article
Digital Applied newsletter
Deep dives on AI, marketing and development.
Practical guides and fresh insights by email. No recycled takes.