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[1]Simon Willisons Weblog
[2]Subscribe
[3]Just Talk To It - the no-bs Way of Agentic Engineering. Peter Steinberger's
long, detailed description of his current process for using Codex CLI and GPT-5
Codex. This is information dense and full of actionable tips, plus plenty of
strong opinions about the differences between Claude 4.5 an GPT-5:
While Claude reacts well to 🚨 SCREAMING ALL-CAPS 🚨 commands that threaten
it that it will imply ultimate failure and 100 kittens will die if it runs
command X, that freaks out GPT-5. (Rightfully so). So drop all of that and
just use words like a human.
Peter is a heavy user of parallel agents:
I've completely moved to codex cli as daily driver. I run between 3-8 in
parallel in a 3x3 terminal grid, most of them [4]in the same folder, some
experiments go in separate folders. I experimented with worktrees, PRs but
always revert back to this setup as it gets stuff done the fastest.
He shares my preference for CLI utilities over MCPs:
I can just refer to a cli by name. I don't need any explanation in my
agents file. The agent will try $randomcrap on the first call, the cli will
present the help menu, context now has full info how this works and from
now on we good. I don't have to pay a price for any tools, unlike MCPs
which are a constant cost and garbage in my context. Use GitHub's MCP and
see 23k tokens gone. Heck, they did make it better because it was almost
50.000 tokens when it first launched. Or use the gh cli which has basically
the same feature set, models already know how to use it, and pay zero
context tax.
It's worth reading the [5]section on why he abandoned spec driven development
in full.
Posted [6]14th October 2025 at 9:26 pm
Recent articles
• [7]A new SQL-powered permissions system in Datasette 1.0a20 - 4th November
2025
• [8]New prompt injection papers: Agents Rule of Two and The Attacker Moves
Second - 2nd November 2025
• [9]Hacking the WiFi-enabled color screen GitHub Universe conference badge -
28th October 2025
[10] ai 1658 [11] generative-ai 1463 [12] llms 1430 [13]
ai-assisted-programming 265 [14] model-context-protocol 22 [15] coding-agents
88 [16] claude-code 51 [17] codex-cli 10 [18] parallel-agents 6
Monthly briefing
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important LLM developments.
Pay me to send you less!
[19] Sponsor & subscribe
• [20]Colophon
• ©
• [21]2002
• [22]2003
• [23]2004
• [24]2005
• [25]2006
• [26]2007
• [27]2008
• [28]2009
• [29]2010
• [30]2011
• [31]2012
• [32]2013
• [33]2014
• [34]2015
• [35]2016
• [36]2017
• [37]2018
• [38]2019
• [39]2020
• [40]2021
• [41]2022
• [42]2023
• [43]2024
• [44]2025
References:
[1] https://simonwillison.net/
[2] https://simonwillison.net/about/#subscribe
[3] https://steipete.me/posts/just-talk-to-it
[4] https://x.com/steipete/status/1977771686176174352
[5] https://steipete.me/posts/just-talk-to-it#do-you-do-spec-driven-development
[6] https://simonwillison.net/2025/Oct/14/
[7] https://simonwillison.net/2025/Nov/4/datasette-10a20/
[8] https://simonwillison.net/2025/Nov/2/new-prompt-injection-papers/
[9] https://simonwillison.net/2025/Oct/28/github-universe-badge/
[10] https://simonwillison.net/tags/ai/
[11] https://simonwillison.net/tags/generative-ai/
[12] https://simonwillison.net/tags/llms/
[13] https://simonwillison.net/tags/ai-assisted-programming/
[14] https://simonwillison.net/tags/model-context-protocol/
[15] https://simonwillison.net/tags/coding-agents/
[16] https://simonwillison.net/tags/claude-code/
[17] https://simonwillison.net/tags/codex-cli/
[18] https://simonwillison.net/tags/parallel-agents/
[19] https://github.com/sponsors/simonw/
[20] https://simonwillison.net/about/#about-site
[21] https://simonwillison.net/2002/
[22] https://simonwillison.net/2003/
[23] https://simonwillison.net/2004/
[24] https://simonwillison.net/2005/
[25] https://simonwillison.net/2006/
[26] https://simonwillison.net/2007/
[27] https://simonwillison.net/2008/
[28] https://simonwillison.net/2009/
[29] https://simonwillison.net/2010/
[30] https://simonwillison.net/2011/
[31] https://simonwillison.net/2012/
[32] https://simonwillison.net/2013/
[33] https://simonwillison.net/2014/
[34] https://simonwillison.net/2015/
[35] https://simonwillison.net/2016/
[36] https://simonwillison.net/2017/
[37] https://simonwillison.net/2018/
[38] https://simonwillison.net/2019/
[39] https://simonwillison.net/2020/
[40] https://simonwillison.net/2021/
[41] https://simonwillison.net/2022/
[42] https://simonwillison.net/2023/
[43] https://simonwillison.net/2024/
[44] https://simonwillison.net/2025/