Blog
Practical guides for SEO professionals and developers. Real findings from real tool usage — not generic advice.
SEO Tools
How I Found 47 Broken Links Before My Migration Went Live (And Saved Myself a Week of Cleanup)
A first-person walkthrough of using the Link Checker to audit 312 links before a site migration — broken vs blocked vs ERR, canonical detection, and a 7-step pre-migration checklist.
SEO Tools
I Crawled 200 Pages and Scored Every One — Here's What the Numbers Actually Mean
A deep dive into ByteWaveNetwork's SEO Analyzer: 22 SEO checks, 0–100 scoring, Lighthouse integration, and what patterns actually separate ranking pages from non-ranking ones.
SEO Tools
How Redirect Chains Leak PageRank
Why multi-hop redirects hurt SEO, how to trace every status code with ByteWaveNetwork's Redirect Tracer, and the 5 redirect patterns to fix first.
Performance
TTFB Under 200ms: What I Actually Found When I Audited 50 Sites
Server-side timing breakdown — DNS, TCP, TLS, TTFB, download — across 50 real sites. What the numbers mean, what moves them, and how ByteWaveNetwork's Page Speed Inspector surfaces them in seconds.
SEO Tools
Your Sitemap Is Lying to Google — Here's How to Catch It
The four types of URLs that should never be in your sitemap — and how ByteWaveNetwork's Sitemap Validator finds them automatically, including redirect chains, noindex pages, and canonical mismatches.
SEO Tools
The Schema Markup Mistakes That Are Costing You Rich Results
A practitioner's guide to structured data: the 18 schema.org types that actually get rich results, the required vs recommended fields that matter, and how to validate them without Google Search Console.
SEO Tools
A 14-Point On-Page SEO Audit You Can Run in 60 Seconds (And What to Actually Fix)
The 14 on-page SEO signals that move rankings — not the 200 Google uses, just the 14 that actually matter for most sites — and how to audit any page in under a minute.
AI Evals
I Tested 4 LLMs at 178,000 Tokens. One Had a Consistent Weak Zone at 90%.
A reproducible benchmark of Claude, GPT-4.1, DeepSeek V3, and DeepSeek V4 Pro on long-context needle retrieval. Real numbers, real costs, and what "lost in the middle" actually looks like in practice.
AI Evals
GPT-4.1 Abandoned Its Tool Chain After Step 1. Every Single Trial.
The most dangerous AI failure mode isn't hallucination — it's silent abandonment. How I measured instruction-following reliability across Claude, GPT-4.1, and DeepSeek with a 5-step agentic chain.
AI Evals
Building Reliable AI Agents: What the Benchmarks Miss
Most agent benchmarks test toy problems. This one uses real APIs — Wikipedia, Open-Meteo, REST Countries — and a 5-step research chain. Here's what actually determines whether an agent finishes the job.
AI Evals
Claude Thinking Mode: Does Reasoning Actually Help? My Benchmark Says No.
I ran 40 questions across 4 models with thinking on and off. The results are counterintuitive: Claude thinking=ON costs 1.3x more and scores 0.18 points lower. Here's why, and when thinking mode does help.
Newsletter
New guides every week — get them first
Practical SEO and developer patterns from real tool data, published twice a week.
What you'll find here
Every post is based on real data from running ByteWaveNetwork's own tools against live sites. No filler, no generic SEO advice — just annotated findings, before/after comparisons, and reproducible steps you can apply immediately.
| Topic area | Tools covered | Who it's for |
|---|---|---|
| Broken link audits | Link Checker | Developers, site owners pre-migration |
| On-page SEO scoring | SEO Analyzer, Page SEO Score | SEO professionals, content teams |
| Schema markup validation | Schema Markup Tester | Technical SEOs, developers |
| AI model benchmarks | Context Eval, Instruction Eval | ML engineers, AI product teams |