marcosomma

"Intelligence, Farming, and Why AI Is Still Mostly in Its Tool Phase" by @SommaWork #DEVCommunity dev.to/marcosomma/int…

After years of rapid and often careless development, I can say this clearly: most AI apps in production are sending personal data over the internet with little or no protection. Many also feed that data directly into LLMs. #privacy #dataprivacy #modernAi #llm

SDD is not VibeCoding! dev.to/marcosomma/how… #BuildInPublic #AGI #ArtificialGeneralIntelligence #CognitiveAI #ModularAI #ExplainableAI #AgenticAI #OpenSourceAI #AIInfrastructure #AIEngineering #LLMOrchestration #FutureOfAI #noCodeai #generativeAI #MarcoSomma #StableDiffusion

LLMs Are Not Deterministic. And Making Them Reliable Is Expensive (In Both the Bad Way and the Good Way) dev.to/marcosomma/llm… #AI #LLM #GenAI #AgenticAI #LocalAI #OpenSource #Python #YAML #Orchestration #Observability #DevTools #BuildInPublic

@Manixh02 telepathy streaming

How you guys share .env files or variables to team??

OrKA-reasoning V0.9.12 is out! I would love to get feedback! github.com/marcosomma/ork… #AI #LLM #GenAI #AgenticAI #LocalAI #OpenSource #Python #YAML #Orchestration #Observability #DevTools #BuildInPublic

Graph Scout selects the best route through a pool of local LLM experts + tools. Path Executor executes it deterministically with trace. github.com/marcosomma/ork… #AI #LLM #GenAI #AgenticAI #LocalAI #OpenSource #Python #YAML #Orchestration #Observability #DevTools #BuildInPublic

18 primitives. 5 molecules. Infinite workflows. orchestration is the future of AI... reddit.com/r/LLMDevs/comm…

Congrats to our top 7 authors this week! 🏆 Sylwia Laskowska, David Duymelinck, Annu, @Chowdurhead, Aaron Rose, Shir Meir Lador, and @SommaWork. This week's lineup features projects like an AI-powered MS Paint clone, a guide to fine-tuning MedGemma, and much more. dev.to/devteam/top-7-…

OrKa v0.9.8: local first reasoning stack with UI now starts via a single orka-start. OrKa reasoning repo: github.com/marcosomma/ork… Graph Scout Tutorial: youtu.be/q16yZATXlLY

# OrKa 0.9.4 thread 1) OrKa 0.9.4 is out. Focus: correct execution and consistent logs. Final agent is always logged, timestamps use ISO strings. GraphScout multi hop paths run end to end. - github.com/marcosomma/ork… - pypi.org/project/orka-r… - orkacore.com

🧠 New on @huggingface: OrKa cognitive AI framework ✅ test benchmark, with hight accuracy ✅ Society of Mind architecture ✅ 95.6% cost savings vs cloud APIs ✅ Full transparency + paper Try it live! 🚀 huggingface.co/spaces/marcoso… #AI #CognitiveAI #OpenSource

🧠 OrKa v0.9.3 dropped! New: GraphScout Agent (beta) for intelligent Graph exploration Moving beyond prompt engineering to real AI orchestration. pip install orka-reasoning 🔗 pypi.org/project/orka-r… ⭐ github.com/marcosomma/ork… #AIEngineering #LLM #OpenSource

🚀 OrKa-UI news 😀 Now fully aligned with v0.9.2 of OrKa-reasoning orkacore.com #AI #ArtificialIntelligence #OrKa #MultiAgentSystems #CognitiveArchitecture #ExplainableAI #AIReasoning #SocietyOfMind #AIWorkflow #AgenticAI #OpenSourceAI

Most AI today runs on loose tricks hacks that look smart but break under pressure. I wrote about the Loop of Truth: a way to anchor AI in stable invariants so it can reason with structure, not just mimic us. @SommaWork #DEVCommunity dev.to/marcosomma/loo…

Explore how GPT-5 and other AI stack up at coding versus creative writing with Ashley Childress. #AI #ChatGPT #GithubCopilot Read the full post: dev.to/anchildress1/t…

🚀 With OrKa-Reasoning I don’t just run agents, I stage societies of geniuses. Da Vinci, Einstein, Pythagoras, Newton & Tesla debated and converged on OrKa as emergent computational cognition 🧠✨ #AI #OrKa #MultiAgent #CollectiveIntelligence

🔥 Orchestration > the next big model. Build an orchestration layer that composes small, explainable modules for reliable, observable cognition. Map modular vs monolith, add traces & memory, pilot one workflow. orkacore.com #AI #OrKaReasoning #Observability

Congratulations to our top authors of the week! 🥳 Amazing work from @skeptrune, @brianmtreese, @SivaramPg, @techgirl1908, @SommaWork. And a big shout-out to Ashley Childress and Pavel for their fantastic posts as well! #ai #machinelearning #githubcopilot #javascript #webdev dev.to/devteam/top-7-…