Marcus Oyelaran

Developers can now extract logos, colors, and fonts from any website through a single API call.

Fingerprint extracted values instead of full pages to skip wasteful re-crawls.

Discover which pagination pattern hides in your target and how to scrape every page.

Caching tool outputs separately from prompts prevents serving stale data while cutting costs.

Domain allowlists miss the real threat: what agents do once they arrive.

Build resilience into agent pipelines with retry logic, circuit breakers, and fallback chains.

Chunking strategy matters more than embedding model choice for retrieval quality.

Organizing agent memory into four types solves the staleness problem.

Four variables determine whether RAG or long-context windows will cost less and work better.

Cross-encoders beat single-vector retrieval by rescoring candidates jointly instead of in isolation.

Filtering retrieved documents by metadata slashes hallucination rates by half or more.

Smaller chunks excel at factoid queries while larger ones catch thematic relationships.