Where Claude Skills and agents are heading next
Where Agent Skills, MCP, and multi-agent systems on Claude are heading in 2026 and beyond, and the low-regret ways to prepare your stack now.
7 min read
Agentic AI & LLMs
Agentic AI & LLMs archive page 6 of 631
Agentic AI & LLMs
Agentic AI, LLM engineering, and the models behind modern automation — multi-agent systems, LLM evaluation and comparisons, RAG, fine-tuning, AI infrastructure, security, and production AI engineering.
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Where Claude Cowork Is Heading and How to Prepare (Getting Started Claude Cowork)
Where Claude Cowork and the Claude ecosystem are heading in 2026 — standing workflows, oversight at scale, multi-agent coordination — and how to prepare now.
8 min read
How to measure if your Claude agents actually work
The metrics and signals that prove Claude Code agents and Skills work: eval sets, intervention rate, cost per outcome, and tracking the failure tail.
7 min read
Metrics That Prove Your AI-Native Org Is Working
The outcome metrics, leading signals, and anti-metrics that show whether running engineering on Claude agents pays off — beyond lines of code and prompt counts.
7 min read
Measuring Self-Service Analytics With Claude Success
The metrics that prove Claude self-service analytics works: eval pass rate, live accuracy, deflection, time-to-insight, and the trust signals that predict survival.
7 min read
How to Measure Claude Cowork Success: Metrics That Matter
The metrics that prove Claude Cowork is working — cycle time, blind quality sampling, and rework rate — and the vanity usage stats that quietly mislead teams.
8 min read
A Real Claude Cowork Walkthrough: Problem to Shipped
A realistic end-to-end Claude Cowork walkthrough — messy ask to shipped deliverable — with the exact connectors, first-pass errors, and verification steps.
8 min read
An AI-Native Build, End to End: Ticket to Shipped
A realistic Claude Code walkthrough of one feature from vague ticket to shipped, reviewed, and instrumented production code in an AI-native engineering org.
7 min read
A real Claude Code Skills walkthrough, problem to ship
A concrete end-to-end Claude Code build: from a messy webhook-triage chore to a shipped, verified agentic workflow with an MCP-scoped tool and human gate.
7 min read