https://blog.bymar.co/ Recent content on blog.byMAR.CO Hugo -- 0.164.0 en-us Tue, 11 Aug 2026 12:00:00 -0400 https://blog.bymar.co/posts/minimax-h3-open-weights-video-audio-2026/ Tue, 11 Aug 2026 12:00:00 -0400 https://blog.bymar.co/posts/minimax-h3-open-weights-video-audio-2026/ MiniMax H3 follows complex multimodal prompts better than any open video model, powered by a 32B Qwen3-VL text encoder. Quality, ComfyUI long gens, prompt guide. https://blog.bymar.co/posts/krea-2-open-weights-image-model/ Mon, 29 Jun 2026 12:00:00 -0400 https://blog.bymar.co/posts/krea-2-open-weights-image-model/ Krea 2 (K2 Raw + K2 Turbo) is a 12.9B DiT open-weights image model released June 2026 with 2-second generation and a focus on aesthetic diversity. Here's what it is, how to run it, and community samples from Civitai. https://blog.bymar.co/posts/canada-ai-for-all-strategy-2026/ Thu, 04 Jun 2026 14:00:00 -0400 https://blog.bymar.co/posts/canada-ai-for-all-strategy-2026/ Canada released its comprehensive National AI Strategy — AI for All — on June 4, 2026. Six pillars, $ billions in commitments, and a clear thesis: adoption drives prosperity, trust enables adoption, and sovereignty safeguards both. https://blog.bymar.co/posts/hermes-agent-popularity-setup-guide-2026/ Tue, 26 May 2026 23:20:00 -0400 https://blog.bymar.co/posts/hermes-agent-popularity-setup-guide-2026/ Hermes Agent is exploding because it feels less like a chatbot and more like a personal AI operator. Here’s what non-technical people should know before setting it up. https://blog.bymar.co/posts/claude-mythos-cybersecurity-2026/ Thu, 21 May 2026 14:10:00 -0400 https://blog.bymar.co/posts/claude-mythos-cybersecurity-2026/ Claude Mythos is being framed as too capable for a normal launch. The real story is bigger: AI has crossed a threshold in vulnerability discovery. https://blog.bymar.co/posts/speculative-decoding-local-llms-2026/ Thu, 07 May 2026 02:10:00 -0400 https://blog.bymar.co/posts/speculative-decoding-local-llms-2026/ A practical field guide to speculative decoding for local LLMs, updated with new llama.cpp MTP, TurboQuant HIP, and BeeLlama.cpp field reports for Qwen3.6 on RTX 4090, RTX 3090, and Radeon 7900 XTX. https://blog.bymar.co/posts/agent-memory-systems-2026/ Thu, 16 Apr 2026 11:00:00 -0400 https://blog.bymar.co/posts/agent-memory-systems-2026/ A technical field guide to the new wave of AI agent memory systems, including MemPalace, Honcho, OpenViking, Mem0, Hindsight, ByteRover, Supermemory, and the weaker signals around Holographic and RetainDB. https://blog.bymar.co/posts/quantum-codebreaking-crypto-wallets-mining-2026/ Wed, 08 Apr 2026 15:05:00 -0400 https://blog.bymar.co/posts/quantum-codebreaking-crypto-wallets-mining-2026/ Two new papers tightened the resource estimates for breaking secp256k1 with Shor's algorithm. Here is what actually changed, what is still uncertain, and what it means for Bitcoin, Ethereum, crypto wallets, and mining. https://blog.bymar.co/posts/open-source-voice-cloning-alternatives-elevenlabs-2026/ Mon, 06 Apr 2026 19:20:00 -0400 https://blog.bymar.co/posts/open-source-voice-cloning-alternatives-elevenlabs-2026/ A practical guide to the best open-source and open-weight alternatives to ElevenLabs for text-to-speech and voice cloning in 2026, including what is actually usable, what is commercially safe, and where the licensing traps are. https://blog.bymar.co/posts/agents-in-financial-services-2026/ Sun, 05 Apr 2026 00:50:00 -0400 https://blog.bymar.co/posts/agents-in-financial-services-2026/ A practical look at where AI agents are actually useful in banking, insurance, and wealth management, and where the real constraints are still governance, auditability, and trust. https://blog.bymar.co/posts/agent-first-tools-are-a-real-category/ Thu, 26 Mar 2026 12:50:00 -0400 https://blog.bymar.co/posts/agent-first-tools-are-a-real-category/ A new class of products is being built for AI agents as the primary users, not humans. Here’s what makes a tool agent-first, which companies are shaping the stack, what’s missing, and why trust and orchestration may matter more than flashy demos. https://blog.bymar.co/posts/best-self-hosted-discord-alternatives-2026/ Mon, 16 Mar 2026 17:30:00 -0400 https://blog.bymar.co/posts/best-self-hosted-discord-alternatives-2026/ A practical guide to the best self-hosted Discord alternatives in 2026, including Matrix, TeamSpeak, Rocket.Chat, Mattermost, Zulip, Fluxer, and Stoat, with tradeoffs, setup notes, and recommendations. https://blog.bymar.co/posts/agentic-world-update-2026-better-than-openclaw/ Mon, 16 Mar 2026 11:45:00 -0400 https://blog.bymar.co/posts/agentic-world-update-2026-better-than-openclaw/ A follow-up to my earlier agent-framework field guide. This update looks at LangChain Deep Agents, Hermes Agent, OpenViking, and the new agent harness wave through a more useful question: what is genuinely improving over OpenClaw, and in which layer? https://blog.bymar.co/posts/context-engineering-vs-prompt-engineering/ Wed, 11 Mar 2026 19:00:00 -0500 https://blog.bymar.co/posts/context-engineering-vs-prompt-engineering/ Prompt engineering still matters, but it’s no longer the main bottleneck. In modern AI systems, context engineering, the design of what the model sees, remembers, and can act on, is where the real leverage is. https://blog.bymar.co/posts/seo-aeo-for-llms/ Mon, 02 Mar 2026 19:30:00 -0500 https://blog.bymar.co/posts/seo-aeo-for-llms/ A practical playbook for getting cited by ChatGPT, Perplexity, and Google AI Overviews. Structure, crawlability, authority, and measurement. https://blog.bymar.co/posts/first-chat-then-code-now-claw/ Sun, 22 Feb 2026 12:00:00 -0500 https://blog.bymar.co/posts/first-chat-then-code-now-claw/ A comprehensive field guide to open-source agent frameworks—what they actually ship, where they’re safe to run, and how to choose based on surfaces, runtime, and memory. https://blog.bymar.co/posts/ai-memory-bottleneck/ Sun, 15 Feb 2026 12:00:00 -0500 https://blog.bymar.co/posts/ai-memory-bottleneck/ A practical guide to building persistent memory for AI agents. Learn the techniques that work, the architectures that don't, and why memory is the bottleneck in modern agentic systems. https://blog.bymar.co/posts/openclaw-setups-that-actually-work/ Tue, 10 Feb 2026 11:05:00 -0500 https://blog.bymar.co/posts/openclaw-setups-that-actually-work/ A practical, opinionated guide to making OpenClaw useful, distilled from a Reddit thread: what people configured, why it works, and the failure modes that make it feel like ‘just a chatbot’. https://blog.bymar.co/posts/voice-bots-stt-tts-2026-performance-open-source/ Tue, 10 Feb 2026 01:35:00 -0500 https://blog.bymar.co/posts/voice-bots-stt-tts-2026-performance-open-source/ A performance-first, builder-focused guide to modern STT/TTS stacks for voice agents: Pipecat, Parakeet MLX, endpointing, streaming TTS, and what’s new in open-source voice. https://blog.bymar.co/posts/openclaw-moltbook-and-agent-services-roundup/ Sun, 01 Feb 2026 19:30:00 -0500 https://blog.bymar.co/posts/openclaw-moltbook-and-agent-services-roundup/ A roundup of the newest OpenClaw ecosystem developments — Moltbook’s agent-native social network, SDKs and APIs, plus the emerging layer of Clawdbot-based services (skills registries, long-term memory, and autonomous workflows). https://blog.bymar.co/posts/clawdbot-moltbot-agentic-future/ Fri, 30 Jan 2026 12:00:00 -0500 https://blog.bymar.co/posts/clawdbot-moltbot-agentic-future/ How Clawdbot (now MoltBot) went viral in January 2026, what it actually is, the security concerns, and why agentic engineering is the future of AI. https://blog.bymar.co/posts/z-image-vs-z-image-turbo-comparison/ Wed, 28 Jan 2026 12:00:00 -0500 https://blog.bymar.co/posts/z-image-vs-z-image-turbo-comparison/ A comprehensive comparison of Z-Image and Z-Image Turbo image generation models from Alibaba's Tongyi-MAI. Learn about their differences, VRAM requirements, inference speeds, and when to use each model. https://blog.bymar.co/posts/daydream-scope-realtime-video/ Mon, 26 Jan 2026 21:23:00 -0500 https://blog.bymar.co/posts/daydream-scope-realtime-video/ Explore Daydream Scope, the powerful platform for running and customizing real-time, interactive generative AI video pipelines. Learn about its capabilities, latest features, and how it's transforming video generation. https://blog.bymar.co/posts/the-coming-singularity/ Sat, 24 Jan 2026 21:45:00 -0500 https://blog.bymar.co/posts/the-coming-singularity/ From robotaxi fleets to recursive self-improvement, the infrastructure for artificial general intelligence is being built right now. Here's why this moment matters. https://blog.bymar.co/posts/local-llms-2026/ Sat, 24 Jan 2026 21:42:16 -0500 https://blog.bymar.co/posts/local-llms-2026/ A comprehensive guide to running large language models locally, including model recommendations, hardware requirements, and community insights from r/localllama. https://blog.bymar.co/posts/opencode-cli-comprehensive-guide/ Sat, 24 Jan 2026 20:54:00 -0500 https://blog.bymar.co/posts/opencode-cli-comprehensive-guide/ A deep dive into OpenCode CLI - the model-agnostic agentic coding platform. Learn about skills, MCP integration, package management, and best practices from the community.