— Articles
Five tracks. Mastery series, how-tos, field notes and dispatches from production. Republished here with the original LinkedIn social proof, indexed for search and translation.
Tools, patterns and workflows for shipping production code with AI partners — from autocomplete to autonomous agents.
Explore the track →Retrieval, prompting, evaluation, fine-tuning — the engineering layer that turns a chat model into a production product.
Explore the track →Vercel, Supabase, Stripe, Resend, AWS — wiring the pieces together so an AI product ships in days, not quarters.
Explore the track →Multi-agent systems, cost engineering, eval pipelines, scaling strategies — the architectural decisions that make or break an AI product.
Explore the track →MCP servers, hooks, custom tools, terminal-first patterns — the daily-driver workflows of AI-augmented developers in 2026.
Explore the track →In this track
In this track
In this track
In this track
In this track
Productivity & WorkflowsMastery series
MCP servers, hooks, custom tools, terminal-first patterns. The daily-driver workflows of AI-augmented developers in 2026.
Productivity & WorkflowsHow-to
How Claude turns into measurable money — saved and earned — for your business. Two KPIs, one workflow.
A line-by-line ROI breakdown: where Claude and Claude Code quietly cut six figures of cost — and how to measure it.
Read article →The other half of the ROI story: not cost you cut, but revenue you unlock — with the math for each lever.
Read article →Topology, orchestration, memory, eval, cost, latency and reliability — composed into one blueprint for an AI system that survives real users.
Read article →Every piece, assembled: ingestion, hybrid retrieval, re-ranking, grounded generation, guardrails, eval and caching — the blueprint you can ship.
Read article →Models return malformed output, providers go down, and outputs drift. A reliable AI system expects all three and keeps working anyway.
Read article →A RAG query touches embeddings, a vector DB, a re-ranker and an LLM. Each adds milliseconds and cents. At scale, discipline here is the difference between a margin and a bonfire.
Read article →— 1-on-1
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