#Agent 4
5084 related articles
·3 min
Meta Open-Sources Muse Glimmer: A 30-Billion Parameter Agent Model That Runs Locally on a Single GPU
Meta open-sources Muse Glimmer, a 30B parameter agent model compressed to under 20GB via 4-bit quantization. Runs on a single RTX 4090 with 128K context, 3x speedup via D-Flash speculative decoding, and MCP tool-calling score of 75.5.
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·2 min
Gemma 4:31b Hands-On: Major Stability Improvements in Ollama Local Deployment
Reddit user reports Gemma 4:31b on Ollama is now much more reliable: tool calls no longer fail frequently and gibberish output issues are gone.
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·2 min
Grok 4.6 Released: xAI's Cursor Acquisition Ushers in a Three-Way AI Race
xAI releases Grok 4.6 with major improvements in coding and knowledge work. Post-Cursor acquisition, Grok joins OpenAI and Anthropic as AI's third pole at just $2 per million input tokens.
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·3 min
The U.S. Department of Justice Independence Crisis: Power Struggles from Watergate to the Trump Era
Deep analysis of threats to DOJ independence: from post-Watergate consensus to Trump openly positioning justice as a presidential tool. How judicial independence is being eroded step by step.
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·3 min
Customizing Open-Source Software with AI Coding Agents: No Programming Skills Required
Use AI coding Agents like Claude Code to add custom features to open-source software like Shotcut and OBS—no C++ skills needed. A complete guide from forking code to building and installing.
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·2 min
Is Learning Machine Learning Still Worth It in the AI Era? Deep Thinking Matters More Than Writing Code
Can AI coding assistants write code? Is learning ML still worthwhile? This article explains why deep understanding, system architecture skills, and first-principles thinking are the scarcest competitive advantages in the AI era.
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·3 min
What Should AI Agent Audit Logs Record? Five Core Elements Explained
As AI Agents shift from advisors to executors, traditional audit models fail. Learn the 5 core elements of AI Agent audit logs: session context, tool calls, permission decisions, delegation events, and approvals.
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·4 min
Oh-My-Pi Deep Dive: A Comprehensive Review of the Programming Agent with Built-in LSP and Debugger
In-depth review of Oh-My-Pi programming agent: hashline editing, built-in LSP workspace refactoring, real debugger, voice interaction, and collaboration features compared to Pi's design philosophy.
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·4 min
AI Coding Agents: Building and Deploying a Website from Scratch — Docker Containerization to HTTPS End-to-End
Learn how to use AI coding agents like Cloud Code to generate website code, then containerize with Docker, deploy to a VPS, and configure HTTPS with Certbot — the complete DevOps flow from localhost to production.
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·3 min
Execlave: A Deep Dive into the Runtime Security Governance Platform for AI Agents
Deep dive into how Execlave builds pre-execution security defenses for AI agents through runtime policy enforcement, kill switches, and audit trails, helping enterprises meet SOC 2 and EU AI Act compliance.
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·5 min
How I Built a Project Management Dashboard in One Day Using AI Agent with Zero Coding Experience
A detailed guide on building a project management dashboard in one day with zero coding skills using AI Agent, featuring Gantt charts, priority sorting, and automated workflows.
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·2 min
GitHub Daily · August 15: The Agent-Native Era and Low-Barrier LLM Fine-Tuning
GitHub Trending Aug 15: cordis meta-framework surges 616 stars, Soup enables 8B model fine-tuning on 4GB VRAM, CLI-Anything drives Agent-Native software.
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·4 min
Prompt Caching in Practice: Save 90% on AI Coding Token Costs
Deep dive into how Prompt Caching works—caching inputs, not outputs. Practical tips to maximize cache hit rates in AI coding agents and cut token costs by up to 90%.
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·2 min
ChatGPT Work in Practice: How AI Generates Board-Level Financial Report Audits
Deep dive into how ChatGPT Work connects Google Drive and NetSuite to cross-reference quarterly financial reports, automatically detect data inconsistencies, and guide step-by-step remediation for board-level audit workflows.
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·2 min
Getting Started with LangChain for Generative AI Development: A Complete Guide to Its Value and Learning Path
Explore LangChain's technical positioning and learning value for GenAI development, covering core components, course evaluation criteria, and a practical beginner's learning path.
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·3 min
Dograh: Open-Source Voice AI Agent Platform, a Free Alternative to VAPI
Dograh is a fully open-source voice AI agent platform offering visual flow building, 30+ model integrations, self-hosting, telephony, and human transfer — a free alternative to VAPI.
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·3 min
Trigger.dev Chat Agent: Deep Dive into a Durable AI Chat Solution
Deep dive into Trigger.dev's Chat Agent durable AI chat solution with no timeouts, disconnect recovery, sleep-wake cycles, Vercel AI SDK compatibility, and built-in observability tracing.
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·3 min
AI Daily: Alibaba's Voice Platform Claims Three Global Firsts, OpenAI Halts High-Risk Model
Today's AI highlights: OpenAI halts a frontier model with cyberattack capabilities; Alibaba's CosyVoice Studio claims three global firsts in voice AI; Cloudflare launches Kitsurf headless browser for Agents; GitHub Copilot monitoring adds Agent analytics.
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·3 min
Wayfinder Skill Hands-On: A New Paradigm for AI-Planned Decision Maps for Large Projects
Hands-on test of how Wayfinder uses decision tickets, multi-conversation parallelism, and fog of war to systematically break down large project concepts into executable implementation roadmaps.
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·2 min
LaraCopilot: The Paradigm Leap from AI Copilot to Autonomous Engineer
LaraCopilot positions itself as an agentic AI engineer that generates full production-ready apps from natural language, covering frontend, backend, database, auth, and APIs—with no vendor lock-in.
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