Blog
Practitioner guides built from measured data rather than opinion, for people who already know the basics.
Usually 800 to 2,000 words on how to do one thing well: the setup, the trade-offs and the numbers that decide between options, written for practitioners rather than beginners. How every entry is checked: editorial policy.
AI Behavioral Targeting Ethics: 21 Risk Practices
Regulatory bodies and major ad platforms are restricting how machine learning models personalize ads and target sensitive consumer categories.
Claude Opus 5.5 vs Sonnet 5.5: Pricing and API Rates
A technical comparison of Claude Opus 5.5 versus Sonnet 5.5 covering official pricing, prompt caching write and read rates, and published performance trade-offs.
Claude Tokens: API Pricing, Caching, and Costs
Claude token costs vary tenfold across models, while prompt caching cuts input rates by 90 percent. Here is the operational math behind Anthropic token billing.
Firecrawl llms.txt Generator: Setup, Limits, Specs
A technical guide to generating llms.txt and llms-full.txt using Firecrawl, detailing API endpoints, credit enforcement, and markdown specifications.
Recover SEO After AI Content: Audit and Recovery Guide
A technical remediation protocol detailing how to audit scaled AI content, execute the four-action framework, and recover search visibility across core updates.
Freelance Marketing Consultant Rates: 2026 Guide
A transparent breakdown of freelance marketing consultant pricing, from hourly floors and deliverable packages to monthly retainers.
Ollama Alternatives: 7 Local LLM Runtimes Compared
A technical comparison of Ollama alternatives across desktop GUIs, bare-metal llama.cpp, and vLLM, detailing licensing terms, hardware requirements, and API parity.
AI Agents for Business: Real Pricing and Loops
A factual breakdown of commercial AI agent pricing architectures, quota limits, mandatory overage mechanics, and human handoff rules.
Google September 2026 Spam Update Impact Guide
A diagnostic protocol for Search Console to evaluate traffic drops during the September 2026 spam update rollout.
Local AI Models: Hardware Tiers and Sizing Guide
A hardware-to-model selection guide mapping local AI models across 8GB to 24GB+ VRAM tiers, quantization footprints, and verified licensing terms.
AI Marketing Agents: Costs, Speedups, and Architecture
Multi-agent systems outperform single agents by 90.2% on complex tasks while cutting campaign development time by 73%. Here is the operational data and published pricing across major platforms.
GEO Software: 8 Tools, Model Coverage, and Bot Audits
A technical comparison of generative engine optimization software platforms, evaluating model coverage, bot crawlability audits, and citation tracking capabilities.
Social Media Agency Retainers: From $1,000 to $25,000+
A concrete guide to social media marketing agency retainers, contrasting deliverable tiers from $1,000 basic packages to $25,000+ enterprise scopes alongside network-specific fees.
SEO Services Pricing: 2026 Rates and Retainers
A data-backed guide to SEO services pricing, comparing real-world monthly retainers, hourly rates, and fixed-fee projects across agencies and freelancers.
Freelance Social Media Marketing Rates: Pricing Guide
A rate benchmark mapping hourly rates, monthly retainers, platform-specific premiums, and project fees directly to concrete client scopes.
Open Source AI Coding Agents: 2026 Architectural Breakdown
By mid-2026, Continue.dev is read-only, Roo Code is archived, and Kilo is acquired. Here is the verified architectural breakdown of the active open-source AI coding agents you can still adopt.
Self-Hosted AI Agents: GPU Sizing & Runtime Guide
A technical deployment blueprint for self-hosted AI agents covering precise GPU VRAM sizing thresholds and NVIDIA Container Toolkit runtime configurations.
vLLM vs Ollama: Concurrency Limits and Serving Setup
A hardware-backed decision guide comparing Ollama and vLLM throughput, latency, and hardware support across single workstations and concurrent serving environments.
Ollama Local LLM Architecture and REST API Guide
A technical reference on running open models locally with Ollama, covering memory hardware dynamics, daemon configuration, REST API endpoints, and nanosecond timing metrics.