#LLM observability
334 related articles
Tech Frontiers·1 min
Claude Opus 4 Hit by Bugs on Launch Day, Anthropic Issues Fix in Under 24 Hours
Anthropic confirms Claude Opus 4 encountered numerous bugs on launch day affecting many early users. The team completed fixes in under 24 hours and publicly apologized.
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Product Reviews·1 min
Tracea: Open-Source Observability Platform for AI Agents with One-Click Self-Hosted Deployment
Tracea is an open-source AI Agent observability platform offering end-to-end tracing, cost monitoring, automated RCA, and a team memory system. Self-hosted via Docker with data staying on-premise.
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Product Reviews·2 min
Fabraix: 1000+ Adversarial Strategies to Uncover Hidden Flaws in AI Agents
Fabraix is an adversarial testing tool built by former Meta engineers that uses 1000+ adaptive attack strategies to discover hallucinations, security vulnerabilities, and logic errors in AI Agents through pure black-box testing with zero integration.
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Product Reviews·3 min
Illospace: A Full-Stack Collaborative Space Where Humans and AI Agents Share One Brain
Illospace is an open-source collaborative workspace where AI Agents and team members share memory and a Team Brain, with built-in databases, cron jobs, and canvas-based UI.
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Product Reviews·2 min
Phrony: An All-in-One Infrastructure Platform for AI Agent Production Deployment and Operations
Phrony is an infrastructure platform for AI Agent production deployment, offering multi-Agent orchestration, human-in-the-loop escalation, audit trails, and anomaly detection.
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Tutorials·1 min
Claude Code Workflow Practical Guide: Multi-Agent Workflow Orchestration Driven by JS Scripts
A detailed guide to Claude Code's new Workflow feature: use JavaScript scripts for precise multi-Agent orchestration. Covers setup, workflow patterns, SubAgents comparison, and reusable scripts.
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Product Reviews·2 min
Dogra: Open-Source Self-Hosted Voice AI Platform — Say Goodbye to VAPI's Sky-High Bills
Dogra is an open-source self-hosted voice AI platform with visual workflow builder, multi-provider flexibility, and full call tracing — a cost-effective alternative to VAPI and Bland.
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Tech Frontiers·2 min
Google Antigravity Enterprise Edition Released: AI Agent Orchestration Tool Lands on GCP
Google announces Antigravity's official enterprise launch, enabling GCP projects to directly invoke Gemini 3.5 models. Detailed look at Antigravity 2.0 agent management, CLI tools, enterprise data privacy, and pay-as-you-go pricing.
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Tutorials·2 min
AI Agent Acceptance Testing Anti-Pitfall Guide: Replace AI Self-Reports with Logs and Data
Don't trust AI's self-reported test results. Learn three-layer acceptance criteria using HTTP status, business logs, and database persistence to verify AI Agent outputs.
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Tutorials·2 min
Harness AI Engineering Programming: A Practical Guide to the Rules + Skills + Wiki + Changes Four-Layer System
Deep dive into Harness AI Engineering Programming: a Rules + Skills + Wiki + Changes four-layer system with Claude Code for automated, controllable enterprise development.
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Tutorials·2 min
LangChain Beginner's Guide: A Complete Guide to LLM and Agent Development
A deep dive into LangChain framework essentials, clarifying the key differences between LLMs and Agents, covering Agent development, DeepAgent advanced topics, and learning paths.
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Tutorials·2 min
Building an AI IDE from Scratch: Replicating Cursor's Core Features with Next.js
Learn how to build an AI-powered IDE like Cursor from scratch using Next.js, covering Ghost Text completions, AI Agent file operations, Web Containers, and GitHub integration.
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Tutorials·2 min
LangChain v0.3 Agent Tutorial: Complete Guide to Tool Definition, Building, and Execution
Complete guide to building AI Agents in LangChain v0.3, covering @tool decorator, Agent Executor, parallel tool calls, Google Search integration, and ReAct framework with code examples.
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Deep Dives·2 min
AI Agent Conversation History Management: From Message Lists to Event-Driven Architecture
Traditional user-assistant alternating chat history can't meet complex AI Agent needs. This article explores modeling Agent interactions as event sequences, revealing Agents as workflow engines.
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Tutorials·2 min
OpenAI Agents SDK Tracing Guide: Zero-Configuration Agent Observability
Learn how to use OpenAI Agents SDK's built-in tracing system for AI Agent observability, covering zero-config auto-tracing, custom trace contexts, and tool call monitoring.
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Product Reviews·2 min
Glutra: A Multi-Agent Collaborative Desktop App for Building Your AI One-Person Company
Glutra is an open-source multi-agent desktop app for batch creating AI employees, visual workflow orchestration, and real-time monitoring. Cross-platform support for building your AI one-person company.
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Tutorials·2 min
Using AI to Debug AI: Three Battle-Tested Patterns from Incident.io
Incident.io shares three battle-tested patterns for using AI to debug AI: Agent-driven Eval workflows, debug UI as file systems, and AI analysis pipelines for complex system debugging.
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Product Reviews·3 min
Herdr: Multi-Agent Terminal Management Tool for Effortlessly Managing Claude Code/Codex Multitasking
Herdr is a terminal management tool designed for AI Agents, supporting visual tracking and free switching between Claude Code, Codex, Aider and more, with remote management and mobile support.
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Expert Opinions·2 min
Anthropic Warns: AI Makes Startup Failure Rates Higher, Not Lower
Anthropic's Founders Playbook warns that AI lowers dev costs but not demand validation costs. When execution is cheap, judgment becomes the scarcest startup skill.
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Deep Dives·2 min
LangChain Core Architecture Explained: A Practical Guide to Its Five Key Modules
Deep dive into LangChain's five core modules: Model I/O, Data Connection & Retrieval, Chains, Agents, and Memory. Learn RAG workflows, Agent decision-making, and practical AI app development.
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