“Kieran Klaassen demonstrates his Compound Engineering plugin for Claude Code CLI, using slash commands like workflows plan, workflows work, assess, and triage to run a planning–coding–assessing–codifying loop that captures insights in a local docs directory and iteratively improves generated code.”

#4 ▶️ How to Make Claude Code Better Every Time You Use It (Full System) | Kieran Klaassen Peter Yang Kieran Klaassen demonstrates his Compound Engineering plugin for Claude Code CLI, using slash commands like workflows plan, workflows work, assess, and triage to run a planning–coding–assessing–codifying loop that captures insights in a local docs directory and iteratively improves generated code. The compound-engineering-plugin appends codified learnings as Markdown under /docs/architecture-decisions/ and /docs/solutions/ , and updates the root claude.md so those rules are injected into every new workflows plan prompt. With Opus 4.5 and Playwright, Claude Code auto-generates end-to-end browser tests—logging into Gmail to exercise email signature and draft flows, clicking UI elements, inspecting console logs, and screen-recording a video artifact attached to the pull request. By defining alias CC="claude code --dangerously-skip-permissions" , all interactive permission prompts are suppressed, enabling fully unattended AI-driven sessions for commands like plan, work, assess, and PR creation.

“Jason Shuman’s conversation with Dan Shipper surfaces key principles for AI-native organizations: the shift from a knowledge economy to an “allocation economy” where orchestration of human and machine intelligence is paramount; the resurgence of generalists with strong taste and direction; and “compound engineering,” capturing prompt lessons to improve AI agents over time.”

Product Management Insights & Strategies Marc Baselga outlines three investor-selection filters for first-time founders: diversify checks among angels to build a supportive network; choose early backers who create positive signals for later rounds; and avoid detractors by backchanneling with founders of failed ventures—ensuring investors add strategic value beyond capital. Jason Shuman’s conversation with Dan Shipper surfaces key principles for AI-native organizations: the shift from a knowledge economy to an “allocation economy” where orchestration of human and machine intelligence is paramount; the resurgence of generalists with strong taste and direction; and “compound engineering,” capturing prompt lessons to improve AI agents over time. AI Industry Developments & News Guillermo Rauch spotlights OpenAI’s GPT-5.2 Pro working with Harmonic to near-autonomously generate a proof for an Erdős mathematical problem—demonstrating how advanced language models are tackling complex reasoning tasks once reserved for human experts.