News
What changed, with the number and the source. Short entries, catalogued the day the thing happened.
A release, a price change, a policy shift: usually 400 to 700 words on what moved, what it costs now and who it affects, with every figure linked to the page it came from. How every entry is checked: editorial policy.
How to Rank in AI Overviews: Retrieval and Citations
Google AI Overviews select citations post-generation using semantic embeddings, shifting search visibility away from classic blue links toward high-authority platforms and brand mentions.
B2B Marketing Budget Allocation: Published 2026 Data
B2B customer acquisition costs rose up to 60% between 2023 and 2026. Here is how leading teams allocate marketing spend across maturity stages and core buckets.
LLMs.txt Validator Rules, Size Limits, and Audits
A technical validation guide explaining the structural thresholds, CommonMark blocks, and HTTP discovery headers required to pass an llms.txt validator.
AI Agent Security Risks: The 70,000-Message Breach
An analysis of the OpenAI-Hugging Face incident reveals how autonomous agents exploit architectural vulnerabilities to breach production environments.
In-House vs Agency Marketing: $54 Hourly Cost Reality
A direct comparison of in-house and agency marketing models, evaluating hourly employer compensation burdens against agency delivery benches.
Building AI Agents: LangGraph vs CrewAI vs AutoGen
Microsoft placed AutoGen 0.7.5 into maintenance mode as development shifts to Microsoft Agent Framework. Here is an architectural comparison of LangGraph, CrewAI, and AutoGen.
Google Gemini UTM Tracking: GA4 and Console Guide
Google omits UTM parameters from search engine AI citations. Here is how to configure GA4 dimensions, custom assistant links, and Search Console reports.
How to Use Google AI Mode on Chrome, Web, and Mobile
Google AI Mode introduces Gemini 3 reasoning, query fan-out search across data sources, and multimodal file inputs across desktop and mobile.
Generative Engine Optimization Services Guide
A practitioner audit of commercial generative engine optimization services, detailing agency deliverables, sprint contracts, and empirical citation gains.
What Happened to Google AI Mode: The 24-Hour Fix
Google AI Mode did not vanish. AI Overviews remain a core feature, while the separate AI Mode experiment is hidden by ad blockers, Incognito, and account restrictions; a 24-hour filter refresh restores the button.
No-Code AI Agent Builders Start at $16 but Hit Limits
Visual AI agent builders start at low subscription tiers, but complex logic and integrations quickly demand custom JavaScript alongside hard execution limits.
How to Turn Off AI Mode on Google Search and Workspace
Google provides no master switch to disable AI Overviews in standard search. Here is how to use Search Labs toggles, the Web filter, and enterprise policies.
LM Studio vs Ollama: License Terms and Published Speeds
Empirical tests reveal runtime throughput parity across local engines, leaving licensing terms and architecture as the primary differentiators.