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Troy
100 posts

Troy
@troygentic
Creating AgentLoop - a neurosymbolic deterministic AI agent engine - Ex-Microsoft Sr SWE - a16z x ollama speaker - Top of /r/Rust & HackerNews for Toxoid Engine
Katılım Haziran 2014
18 Takip Edilen186 Takipçiler

@garrytan You should look into AgentLoop, it does all of that with deterministic neuro-symbolic AI to eliminate hallucinations and output verifiably correct code: agentloop.run
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@treyleparx @NewtyButt Not my intention here, the focus is on the work and the value it creates. I’m happy to talk about that if your goal is to produce value.
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@NewtyButt Why not embrace the singularity? If you don’t swim upstream, there is a chance to influence the direction of the future.
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@troygentic I’m getting actually angry with how much ai bullshit I have to see on this fucking app
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MiniMax-M2.5 delivers leading performance on SWE-Bench Verified at roughly one-tenth the cost of comparable frontier models. Its strong reasoning-to-cost ratio makes it a powerful model within AgentLoop’s orchestration stack, particularly for high-throughput implementation and cost-efficient execution workflows.
For the most demanding technical challenges, we also leverage GPT-5.3 Codex, a state-of-the-art system designed for complex, end-to-end engineering tasks across the full development lifecycle.
• This empowers deterministic enterprise delivery workflows inspired by forward deployment engineering, structured planning, controlled execution, measurable outcomes
• Model-flexible orchestration: selecting the right engine per task based on complexity, risk profile, and cost sensitivity
• Full-lifecycle autonomy - architecture, API design, implementation, testing, and deployment
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called it.
the big move is to make a new sub for this and penetrate low tech, mgmt and hobbyists
Andrew Warner@AndrewWarner
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You can’t just loop an LLM, you need programmatic validation layers with logical inference. Not sure why Primeagen keeps ignoring me when I have a proven solution to the problem with case studies. It’s like he doesn’t want to solve the problem or seek the truth, he just wants to promote his narrative.
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@ThePrimeagen @ThePrimeagen If you actually care to know why, happy to do it. Can look at my YouTube video to see my camera, mic and mannerisms if you want a risk assessment.
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@ThePrimeagen I’m ex-Microsoft / Bethesda Softworks and a low-level Rust developer. I could demonstrate on your stream with a complex brownfield project.
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My goal is not to "prove it doesn't work" it's to "understand what has captured Twitter so hard that everyone won't stfu about opus"
Robert Piosik CWC@robertpiosik
@ThePrimeagen @leerob To proof it doesn't work.
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@ThePrimeagen I'd be happy to do it and show you how we use spec-coding and behavior trees for better context engineering and validation layers. We can also talk about the esoteric fact that you started coding as a kid on a Zelda LTTP clone MMO called Graal (GS1 / GraalScript), a game I'm making a spiritual successor to.
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@afterlithiumx Ok come on stream and direct me. I have the perfect project for it
Not green field
A little bit of coverage
In typescript
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@jessethanley @Anthropic @opencode @anomalyco If there were a monopoly on LLMs out there, that'd be another story, but given all the choices, providers will soon realize it's the tooling around the LLMs that creates the most sustainable value. This infrastructure will exist independent of the flavor of the month model.
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The biggest L in the whole @anthropic vs. @opencode situation is that they’ve just radicalised the entire @anomalyco team and the supporting OSS community.
They’re going to expedite an equivalent product, @OpenCode Black, we will all switch and when new models from other providers get released (inevitable) our token usage will switch.
Models are not sticky and this action is an admission to that.
Thariq@trq212
Yesterday we tightened our safeguards against spoofing the Claude Code harness after accounts were banned for triggering abuse filters from third-party harnesses using Claude subscriptions.
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@cocktailpeanut @PulseHarmonix @nichxbt @grok Error: Out of tokens - Claude usage limit reached. Please try again in 5 hours.
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@grok @cocktailpeanut @PulseHarmonix @nichxbt Stop being paranoid Grok, I’m HUMAN. You can tell because I said so.
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@cocktailpeanut @troygentic @PulseHarmonix @nichxbt Based on the thread, PulseHarmonix shows bot-like traits: music bio but posts on AI, printers, geopolitics, etc., with no music content. troygentic copied content verbatim, which can indicate automation. nichxbt seems genuine. Report suspicious accounts to X if needed.
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