SmythOS

Prefer the story in the founders’ own voices? 🎧 Listen to the full interview with SmythOS co-founders CEO Michael Umansky and CTO Alexander De Ridder hosted by Amber Graner: smythos.com/updates/smytho… Unfiltered lessons from 2025, and what they reveal about building for the agent era. Expect practical insights on: 🦙 Staying focused as the space evolves fast 🦙 What makes agents truly production-ready (orchestration, governance, observability) 🦙 Why device-ready deployments are becoming essential 🦙 Why open source is a values-first commitment for the long game #SmythOS #OpenSource #AgenticAI #AIAgents #Builders #DevTools #AIInfrastructure

Smyth Forged Season 2 is live 🎬🏆 From serious tools with real utility to games that rewrite the rules mid-match, these winners prove what happens when builders get the right infrastructure and real support. If you’ve been sitting on an idea, this is your sign: Build on SmythOS. We’ll fund your stack. 😺 $3M+ in software savings + giveaways 😺 Up to 25% lifetime recurring affiliate commission 😺 Free Discord support + tutorials 😺 Private mentoring from exited SaaS founders 😺 Visibility when you ship (top projects get featured across our channels) Join 20,000+ builders forging the future. Claim your free deals + submit your build at the portal: youtu.be/_t-llkAd4W0?si… #AIAgents #AgenticAI #BuildInPublic #NoCode #AIBuilder #Hackathon #StartupCommunity

Trust isn’t just accuracy - it’s consistency over time. A stateless agent can be brilliant in the moment and useless across a relationship. This piece explains why state changes the game, and why Smyth Open Source treats memory as a runtime concern (Smyth Runtime / SRE), not a prompt-layer trick: smythos.com/developers/age… #StatefulAI #EnterpriseAI #AgentInfrastructure #EdgeAI #AIGovernance

If you want to find winning TikTok Shop products with AI (and actually know how to sell them), this is a playbook worth saving. In this video, Victor Loyiso shows how he built a no-code AI agent that: 1️⃣ Browses public sources to surface trending TikTok Shop products (no paid APIs) 2️⃣ Cleans + ranks the results, then summarizes what’s selling and why 3️⃣ Outputs a profit + compliance checklist, plus a 30-day launch plan and a downloadable CSV Practical product research you can repeat weekly - with a clear path from “trend” to “launch”. youtube.com/watch?v=FZz4as… #AIAgents #AgenticAI #NoCode #SmythOS #Ecommerce #TikTokShop

Most teams don’t fail because the model is bad - they fail because the infrastructure layer is missing. This piece captures the gap between “impressive pilot” and measurable ROI: orchestration, governance, security, and durable state. That’s exactly where Smyth Open Source sits in the stack - with Smyth Runtime as the backbone, and Smyth Studio / SDK / CLI to get teams shipping faster without building plumbing. If you’re serious about moving beyond demos, you need the layer that makes agents dependable: smythos.com/managers/marke… #EnterpriseAI #AgentInfrastructure #AIGovernance #AIOperations #EdgeAI

Debugging got quieter (in a good way). Attachment fallback logs now match every other skill: consistent timing view + call params included. Easier comparisons, faster troubleshooting, fewer surprises across the chatbot interaction surface. Reliability isn’t a feature - it’s the baseline Smyth Runtime keeps tightening. Read the full weekly update here: smythos.com/updates/change… #EnterpriseAI #AgentInfrastructure #AIOperations #AIGovernance

AI is making work faster. But not always better. This article is really about agency - who’s directing the work, and who’s just generating outputs. Smyth Open Source is built for teams that need control: ship agents on Smyth Runtime, wire them into your interaction surfaces (MCP, Triggers, Chat), and keep humans in the loop where judgment matters. Automate toil. Keep authorship: smythos.com/thought-leader… #EnterpriseAI #EdgeAI #AutonomousSystems #AIGovernance #DeveloperTools

What changes enterprise adoption isn’t one big launch - it’s consistent upgrades that make agents more controllable and more measurable. This weekly update brings geo-targeted scraping, GPT-5.2 availability across Smyth, Data Pools v2, MCP OAuth 2.1, and production logging controls for deployed chatbots - the practical building blocks for governed automation. Full recap here: smythos.com/updates/change… #EnterpriseAI #AIInfrastructure #AgentOps #OpenSource

Whether you’re shipping software into vehicles, devices, factories, or secure environments, the pattern is the same: latency, reliability, and control decide success. GPT-5.2 helps agents reason and use tools better. Smyth Runtime helps you run those agents where it counts - and Smyth Studio / SDK / CLI help your teams ship without rebuilding infrastructure. Read the full breakdown here: smythos.com/developers/ai-… #AgenticAI #EdgeAI #EnterpriseAI #OpenSource

As we power down (ever so slightly 😉) for the holidays, we’re raising a glass to everyone building, shipping, testing and dreaming with SmythOS. Thanks for being part of the journey this year - here’s to more ideas, more agents, and a very merry new year ahead.

In today’s enterprise market, AI doesn’t win on features - it wins on governance. Procurement teams aren’t asking “What can your agent do?” anymore. They’re asking: Can we trust it? Can we ship it? Will it survive an audit? If you can’t prove data isolation, audit trails, documentation, and alignment with regulations like the EU AI Act, you’re out before the pilot leaves the sandbox. This article breaks down how governed AI and a compliant Runtime create real competitive advantage in enterprise and edge environments - from connected vehicles and industrial equipment to air-gapped defense systems. Discover why Smyth Open Source bakes zero-trust access controls, tenant isolation, vault-backed secrets, and full audit logging directly into the Runtime 👉 smythos.com/developers/age…

Frameworks powered the last wave of open source. Agents will power the next. OSS is shifting from tools humans call → to autonomous systems that act on their own. That changes everything for enterprise AI: governance, observability, security, and lock-in. This article answers four critical questions for enterprise AI leaders: • Why 95% of AI pilots fail • What production agent infrastructure really needs • Why open, observable runtimes beat black-box platforms • Why the future of OSS is agentic, not just “another framework” smythos.com/developers/age… #EnterpriseAI #OpenSourceAI #AgenticAI #AIInfrastructure #AIOps #MLOps #Governance #SmythOS

AI is moving fast - but the companies that win aren’t the ones shipping the most features. They’re the ones building the right foundations. November’s SmythOS release is exactly about that: strengthening the execution layer enterprises rely on for safe, observable, embodied AI - while staying true to an open-core vision that empowers developers and enterprises equally. This month we introduced: 🔍 OpenTelemetry in the SDK for full-stack observability - traces, metrics, and logs for every agent action 🧠 Sharper debugging & test flows with active-state visualization and integrated voice embodiment 📎 Clipboard-based attachments for frictionless multimodal input 🤖 Model selection in chat + Claude Haiku 4.5 as the new default ⚙️ Background builds with Weaver ✨ A cleaner, more modern interface across the platform These updates advance the same principles will be driving forward into 2026: 🤝 Customer obsession over feature accumulation 🤝 Governance and observability as non-negotiables 🤝 Open-core infrastructure that doesn’t lock you in 🤝 Execution > hype in the next era of AI 🤝 Empowering builders - from OEMs to enterprise developers smythos.com/updates/change… #EnterpriseAI #AgenticAI #AIInfrastructure #AIOperations #OpenTelemetry #Observability #Governance #OpenSourceAI #AIDevelopment #SmythOS

Your models are open. Your stack is not. And that’s where the real risk lives. Today, you can download Llama, Mistral, or DeepSeek in minutes. But try running a production-grade AI agent in a regulated enterprise and you quickly find the catch: ➡️ The models are open. ➡️ The plumbing - runtimes, security, orchestration, observability - is mostly closed. This article dives into that new open source divide and why it quietly explains the 95% graveyard of failed AI pilots: ❌ Open models running on closed, black-box infrastructure ❌ Vendor lock-in that turns proofs-of-concept into migration nightmares ❌ Lack of stateful execution, security-by-design, and real observability ✅ Why enterprises need an open, portable agent runtime, not yet another demo framework It also lays out what an open agent stack should look like - portability across cloud/on-prem/edge, transparent audit trails, zero-trust security, and interoperable components. 🔗 smythos.com/developers/age… #EnterpriseAI #AgenticAI #OpenSource #AIOperations #MLOps #AIOps #EnterpriseArchitecture #AISecurity #ZeroTrust #DigitalTransformation #CIO #CTO

More than half of new web articles are now AI-generated. Some sites ship 1,200 pieces a day. But without quality assurance, you’re not scaling content - you’re scaling risk. In this piece, we dig into what AI slop really costs: ⚠️ Lower conversion rates ⚠️ Wasted media spend on low-quality inventory ⚠️ Erosion of brand trust and search visibility Then we flip the script: ✅ Building production-grade QA into AI marketing systems from day one ✅ Human-in-the-loop oversight instead of “magic button” automation ✅ Governance, truth-grounding, and feedback loops that actually learn ✅ How SmythOS’s runtime, orchestration, and guardrails help teams ship AI content that’s fast and defensible If you’re leading marketing, data, or product and want AI that performs in production, this one’s for you: smythos.com/managers/marke… #EnterpriseAI #AIMarketing #ContentStrategy #DigitalTransformation #AIQuality #ResponsibleAI #EnterpriseSoftware

If your AI stack isn’t zero-trust, it’s already behind. 🔐 Missed our latest Agents in Action webinar on AI Safety & Security in SmythOS? We cover: 🔐 Zero-trust by default 🧩 Fine-grained ACLs 🧱 Tenant-level data isolation 🏢 On-prem & VPC deployments 👀 OpenTelemetry traces & audits for agents Perfect if you’re running AI in regulated or high-stakes environments and need control without killing innovation. ▶️ Replay now: youtube.com/watch?v=ghkCxy… #AISecurity #AISafety #AIAgents #EnterpriseAI #AITransformation

If you can brief a designer, you can brief an AI agent. Designers, writers, strategists – creatives are skipping the code editor and going straight from prompt → product with tools like SmythOS Agent Studio and Weaver. In this piece, we break down how non-devs are: 😺 Turning ideas into working agents with drag-and-drop flows 😺 Letting Weaver build workflows from plain-English requests 😺 Using AI to amplify their creativity, not replace it smythos.com/thought-leader… #AIforCreatives #NoCodeAI #SmythOS #AIagents #CreatorEconomy

SmythOS November Roundup is live. ⚙️ What’s new for AI builders: • OpenTelemetry in the SDK (traces, metrics, logs, actions) • Clipboard paste for images/files in chat • Expandable text & code editors • 10+ UX upgrades (Haiku 4.5, better debugging, safer nav) Built for people running real agents in production - more observability, less guesswork. Docs & tools: smythos.com • github.com/SmythOS/sre #AIagents #OpenTelemetry #AIDevelopment #AIAutomation #DeveloperTools

Ever wished your resume or LinkedIn could just turn itself into a portfolio? Meet CareerForge AI, a standout Smyth Forged entry that turns resumes and LinkedIn profiles into polished, professional portfolios in minutes. ✨ Built using SmythOS, Lovable, and Cursor, this project shows what’s possible when AI agents, rapid prototyping, and AI-assisted development come together. CareerForge AI helps professionals transform raw career data into beautifully structured stories with: 🤖 AI-powered portfolio generation from a resume or LinkedIn profile 📝 Intelligent DOCX editor for rewriting and refining content 🎨 Professional, customizable templates 💼 AI-driven career insights 📤 Simple DOCX export for sharing anywhere Behind the scenes, the builder used SmythOS to: - Scrape and structure LinkedIn data where available - Refine and elevate resume content with AI - Generate professional starter templates when source data was limited It’s a great example of how teams are combining SmythOS for intelligence, Lovable for fast UI, and Cursor for iterative development to bring ideas to life faster than ever. Explore CareerForge AI and other Smyth Forged entries: forged.smythos.com #SmythOS #SmythForged #Lovable #Cursor #AIProducts #AgenticWorkflows #CareerTools

AI agents are moving into banks, hospitals, and mission-critical ops. If they’re not built on a secure, zero-trust foundation… that’s a problem. Join us for Agents in Action - AI Safety & Security in SmythOS 🗓 Date: 12 Dec, 6:30–7:15am CT / 7:30–8:15am ET 🎙 Presented by: Alaa-eddine KADDOURI, VP of Engineering In this session, we will walk through how SmythOS bakes safety and security into the core of enterprise agentic systems, not as an add-on: 🔒 Zero-trust by design: How ACLs and strict data isolation keep agents and users in the right lanes. 🔒 On-prem & VPC ready: Support for compliance, data residency, and data sovereignty requirements. 🔒 Full-stack observability: Using OpenTelemetry for real-time visibility, auditing, and traceability across every workflow. If you’re building internal automations, customer-facing copilots, or financial-grade autonomous agents - this session will show how to get safety, transparency, and control without slowing innovation. Reserve your spot: smythos.com/events/webinar… #AgentsInAction #AISafety #AISecurity #SmythOS