ControlCoding is now public: source-available governance for AI-assisted development in long-lived codebases. Canonical context, mechanical guardrails, and verifiable release evidence. Not for quick prototypes.

github.com/Naimas/Control…

#AICoding #DevTools #vibecoding #harness
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I built ControlCoding, a toolkit for AI-assisted codebases: canonical context, mechanical guardrails, and verification evidence. It is for long-lived projects, not quick prototypes. May I share an educational intro in r/vibecoding? github.com/Naimas/Control…
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I asked Qwen 3.8 6k Obliterated what's their model and guess what .. answered Claude and its pretty convinced of that .
#claude #obliteratus #QWEN #qwen38 #localai #anthropic #distillation #ModelIdentity #NeuralNetwork #DeepLearning #Transformer #LLM #LanguageModel #AI
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Created a new 3D model of a Shardana of Sea people warrior in historical armor using @tripoai, and referenced from hellenicarmors.gr/en/.
TripoAI: studio.tripo3d.ai/3d-model/dc85d…

#TripoCreator #TripoAI #3DGeneration #GenAI #3DPrinting #3D
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Created a new 3D model of an Achaean Warrior in historical armour using @tripoai

studio.tripo3d.ai/3d-model/d76d1…

#TripoCreator #TripoAI #3DGeneration #GenAI #3DPrinting #3D
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Created a new 3D model using @tripoai, Achaean Warrior in historical armour. studio.tripo3d.ai/3d-model/d76d1…

#TripoAI #3DGeneration #GenAI #3DPrinting #3D
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Created a new 3D model using @tripoai, and I'm seriously impressed. Generate production-ready 3D models from text or images in seconds. See the model here: studio.tripo3d.ai/3d-model/d3c50…

#TripoAI #3DGeneration #GenAI #3DPrinting #3D
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Created a new 3D model using @tripoai, and I'm seriously impressed. Generate production-ready 3D models from text or images in seconds. See the model here: studio.tripo3d.ai/3d-model/2022d…

#TripoAI #3DGeneration #GenAI #3DPrinting #3D
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Adversarial code audit: Claude Fable 5 vs GPT-5.6 Sol Ultra.
​Pass 1: Fable 5 (Bug hunt)
Pass 2: Sol Ultra (counter bug hunt)
​Fable suffers from context anchoring in large codebases, flagging resolved issues as bugs. Sol Ultra cleared the false positives & caught deep logic bugs
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Replying to @naima_ste
Fable missed.
​Single-LLM development is an anti-pattern. Asymmetric multi-model orchestration is the new baseline.
​#SoftwareEngineering #GPTsol #Fable5 #LLM #AIArchitecture #CodeReview
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Replying to @naima_ste
Fable missed.
​Single-LLM development is an anti-pattern. Asymmetric multi-model orchestration is the new baseline.
​#SoftwareEngineering #GPTsol #Fable5 #LLM #AIArchitecture #CodeReview
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