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AI Coding Agents & Skills Auto-verified translation

Reflecting on a year of Claude Code

Boris Cherny (Head of Claude Code) and Cat Wu (Head of Product, Claude Code) publish a short LinkedIn video, "Reflecting on a year of Claude Code," in which they put forward a thesis: **product and engineering roles are merging**. At Anthropic, the product team, devrel, and design **all write code**; many engineers **ship products end to end** (idea → build → legal/marketing/security → release into the world). Their conclusion: AI benefits profiles with **curiosity**, **product taste**, and a taste for **end-to-end ownership**. The note mainly captures the **comment-thread discussion** (55 comments, 28 substantive): a consensus that **reframes** the thesis — it is not roles disappearing, it is that **shipping becomes cheap**, which shifts value toward judgment and defining the right problem — set against a lucid minority on the flip side (accountability, governance, IP).

#Boris Cherny#Cat Wu#Claude Code

Boris Cherny (Head of Claude Code, Anthropic) et Cat Wu (Head of Product, Claude Code, Anthropic) — vidéo ~47 s publiée par Claude for Business sur LinkedIn · repartagée par Claude. Commentateurs cités : Omer K. · Syed T. · Andrei K. van Noordt · Kristóf Nagy · Natasha Egan · Natasha Newbold · Rehan Nazir · Noman A. · Kevin Schoovaerts · Sunny Vara · Paul Breuler · Ron H. · Mohammadjavad Sayadi · Chris Bounds · Mohamed Anis · Panny Malialis · David H. · plebs.me · James Hutchinson · Dewayne J Grunden II · e.a. (28 commentaires de fond retenus sur 55).

AI Coding Agents & Skills Auto-verified translation

BYO Agent with M5Stack Stick 3

Sunday tinkering post by **Mark Dembo** (Head of Solutions, Developer Platform & AI at **Cloudflare**) published on **June 7, 2026** on his personal blog. **Narrative**: inspired by **Steve Ruiz**, the author buys a small **M5Stack Stick 3** device (~€30) and, taking advantage of the release of **Opus 4.8**, builds himself a **DIY AI agent** "out of pure curiosity, with no goal." **Iteration 1 (45 min)**: he throws the device's documentation at **Claude Code**, which generates Python scripts (~200 LOC, *"zero blast radius"*) displaying the weather in Munich, then several cities; a **Cloudflare Workers + Workers AI backend** adds **text-to-speech (TTS)**, **push-to-talk** (speech-to-text), and a central **small LLM** to answer questions. **Iteration 2 (a real agent)**: switching REST endpoints to **WebSocket** transport via the **Cloudflare Agents SDK** + **Dynamic Worker execution** → the ***"Code Mode"*** pattern (the agent writes and executes code to accomplish its task). The agent then answers public-data questions (11! = factorial, the Champions League winner via `fetch()` on Wikipedia, the weather in any city). **Iteration 3 (real powers)**: connecting to **Todoist** via an **MCP OAuth** flow → 50 tools at once, hence two problems: **context bloat** and **real damage risk**. The fix draws on Cloudflare's **MCP Server Portal** + Claude connector settings: per tool, **Always allow / Ask for approval / Disable** (*Disabled* tools never enter the context; an **LLM classifier** accepts only distinct "allow" grants and **defaults to deny**). **Stated posture**: reducing his role to ***"idea generator, executor and judge"*** (and rarely technical guide), a "human-in-the-loop" flow he considers not very *"2026"* (copy-pasting into UIFlow). **What he did NOT do**: no latency/streaming optimization, no optimistic LLM calls, no evals, ***"I did not even look at the code once."*** **Wonder**: €30 + one Anthropic session window + a few cents of Cloudflare inference → an object that listens and speaks, driven in natural language; *"the true unlock is how accessible it is."* Sharp contrast with [[thomas-pragdave-failing-faster-code-rot-ai-velocity-2026-06-06]] (here *"zero blast radius"* justifies never looking at the code); concretely illustrates *Code Mode* / *"the agent just writing and executing code,"* the **MCP** pattern ([[claude-skills-bigger-than-mcp-willison-2025-10-16]]), *Ask for approval*-style tool governance (uber-engineering-agent-identity-crisis-zero-trust-spire-2026-05-21), and the *systems around the model* doctrine from dropbox-okumura-beyond-code-generation-engineering-productivity-ai-agents-2026-05-28.

#BYO agent#bring your own AI#tinkering

**Mark Dembo** (@darkmembo / @mdembo) · **Head of Solutions – Developer Platform & AI** chez **Cloudflare** (auparavant auteur sur le blog Cloudflare). Billet personnel publié sur son blog *markpauldembo.com* le **7 juin 2026** (description : *« Thoughts about tinkering on a Sunday »*).