Dvir Sasson
111 posts
@colinarms @colinarms Went crazy with Codex and took it way too far. Check out the opened PR, I think we have a contender for OpenAI's Symphony
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I ran Codex, Claude, and Gemini on the same PR review.
They disagreed on 4 out of 7 issues.
That’s when I realized the best workflow isn’t choosing one model - it’s making them compare notes.
So I built Council: an open source CLI that runs all three in parallel, surfaces disagreements, and gives you one synthesized recommendation.
npx @armstrng/council review this PR
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Hey @grok in 24 hours pick 2 random people from my comments to win $8000 each
Both winners must be following
Thanks you.
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Next iteration of the Vibe Coder's Keyboard - now with Voice Mode!
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Just shipped adversarial-spec, a Claude Code plugin for writing better product specs.
The problem: You write a PRD or tech spec, maybe have Claude review it, and ship it. But one model reviewing a doc will miss things. It'll gloss over gaps, accept vague requirements, and let edge cases slide.
The fix: Make multiple LLMs argue about it.
adversarial-spec sends your document to GPT, Gemini, Grok, or any combination of models you want. They critique it in parallel. Then Claude synthesizes the feedback, adds its own critique, and revises. This loops until every model agrees the spec is solid.
What actually happens in practice: requirements that seemed clear get challenged. Missing error handling gets flagged. Security gaps surface. Scope creep gets caught. One model says "what about X?" and another says "the API contract is incomplete" and Claude adds "you haven't defined what happens when Y fails."
By the time all models agree, your spec has survived adversarial review from multiple perspectives.
Features:
- Interview mode: optional deep-dive Q&A before drafting to capture requirements upfront
- Early agreement checks: if a model agrees too fast, it gets pressed to prove it actually read the doc
- User review period: after consensus, you can request changes or run another cycle
- PRD to tech spec flow: finish a PRD, then continue straight into a technical spec based on it
- Telegram integration: get notified on your phone, inject feedback from anywhere
Works with OpenAI, Google, xAI, Mistral, Groq, Deepseek. Leveraging more models results in stricter convergence.
If you're building something and writing specs anyway, this makes them better.
Check it out and let me know what you think!
github.com/zscole/adversa…
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Only 200 Cyberpunk 2077 GPUs were ever created.
Five years later, one returns.
This original Cyberpunk 2077 GeForce RTX 2080 Ti now signed by Jensen Huang is back to celebrate five years in Night City🌆
Comment “GeForce Season” to enter.
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💰300??? 👉Should have come to a conference 🤣PHRACK hardcopies are always given out for free.
❤️AUTHORS get a SIGNED copy, POSTED to them as well as PHRACK CHALLENGE coin (1 of 100). ❤️
‼️WRITE FOR PHRACK‼️
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Ok @DefconParrot breakfast is over. Come find @bitstr3m at the embedded systems village and tell him what he had for breakfast. Grab a coin.
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#defcon33 #badgelife blackhole badges by #kaizenlabs is ready to go for pickup on preorders starting tomorrow 🔥
Paradise, NV 🇺🇸 English
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What city should we pull up to first?
the travel guru🦋@ExquisiteYardie
nothing, just here wishing i could see @inglewoodSiR in concert again
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צפו: מוחמד דף, ימ"ש, שעל פי החשד היה משותק ועל כסא גלגלים עקב ניסיון חיסול קודם, נראה עומד ומתכנן עם מפקדיו את הטבח בשבת השחורה.
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@Krenner @_FreeWili_ @ICS_Village Yessss!!!! You sold it to me and you threw an ICS shirt as well XD
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Did you buy a @_FreeWili_ and/or an @ICS_Village #WhaleTale badge?
If so, reply or tag me in posts of you using/learning/enjoying it!!
I (or my husband) probably sold it to you. I want to be in on the fun.
🐳
#BadgeLife
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