Team adoption of Claude Code: habits that actually stick
Change-management lessons from a Built-with-Opus hackathon: the habits, norms, and review rituals that make Claude Code adoption durable across a team.
7 min read
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The real ROI of a Claude Code hackathon: cost model
A concrete cost model for Claude Code and Opus 4.8 ROI — where time and money savings actually come from, and the loops that quietly erase them.
7 min read
Migrating a Workflow to Claude Code Agents Without Breaking It
A hackathon-tested playbook for moving an existing workflow onto Claude Code agents — shadow runs, canary cutover, rollback, and parity evals.
8 min read
Evals for Claude Agents: Measuring Quality & Gating Releases
A hackathon playbook for testing Opus 4.8 agents — eval sets, rubric scoring, LLM judges, and an automated eval loop that gates every release.
8 min read
Security Hardening for Claude Code Agents: A Field Guide
Harden Opus 4.8 agents — sandboxing, least privilege, secrets handling, and prompt-injection defense from a Built-with-Opus hackathon.
8 min read
Cutting Claude Code Token Cost: Caching & Batching Wins
Keep Opus 4.8 agent runs cheap and fast — prompt caching, batching tool calls, and context pruning from a Built-with-Opus hackathon.
8 min read
Debugging Claude Code Agents: Fixing Loops & Bad Tool Calls
Hackathon lessons on debugging Claude Code agents on Opus 4.8 — fixing loops, wrong tool calls, and hallucinated arguments with transcript-first triage.
8 min read
Prompt and context design for Claude Code agents (Built With Opus Hackathon)
What to put in a Claude agent's context and what to leave out, and why — context engineering rules from a Built-with-Opus hackathon.
7 min read
Wiring MCP servers into Claude agents the right way (Built With Opus Hackathon)
Auth, schemas, error handling, and idempotency for wiring tools and MCP servers into Claude Code agents — lessons from a Built-with-Opus hackathon.
7 min read
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