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Layer 2 of the Agentic OS: On-Demand Capabilities for GitHub Copilot - DEV Community
Layer 2 of the Agentic OS: On-Demand Capabilities for GitHub Copilot In our previous... Tagged with ai, githubcopilot, agentic, architecture. In our previous article, we discussed how Layer 1 (Always-On Context) forms the bedrock of your Agentic OS by silently injecting global coding standards into every prompt. It is…
How We Score AI Agent Trust (And Why Behavioral Consistency Beats Identity) - DEV Community
How We Score AI Agent Trust (And Why Behavioral Consistency Beats Identity) Every agent... Tagged with ai, security, trust, agents. Every agent platform checks who you are. API key, JWT, DID document — the identity layer is solved. What nobody checks is what you do.
Four failure modes you'll hit running a local LLM in a multi-step agentic loop - DEV Community
Most local-LLM benchmarks measure single-turn chat quality. Agentic workflows are a different beast:... Tagged with ai, mcp, claude, githubcopilot. Most local-LLM benchmarks measure single-turn chat quality . Agentic workflows are a different beast: the model has to read state, call a tool, inspect the tool's result,…
Are We Training Developers or AI Prompt Operators? - DEV Community
Companies are increasingly cutting investment in specialized technical training and replacing it with... Tagged with programming, productivity, career, ai. Companies are increasingly cutting investment in specialized technical training and replacing it with generic programs focused on AI tools such as Copilot, Claude…
CVE-2026-33102 | Microsoft 365 Copilot Elevation of Privilege Vulnerability - DEV Community
CVE-2026-33102 | When AI Systems Reveal Their Design Connect & Continue the... Tagged with cve202633102, ai, githubcopilot, vulnerabilities. Connect & Continue the Conversation If you are passionate about Microsoft 365 governance, Purview, Entra, Azure, and secure digital transformation, let’s collaborate and adva…
AI won’t save a product that was never composable - DEV Community
AI won't save a product that was never composable Most product teams shipping AI right now... Tagged with ai, development, design, software. Most product teams shipping AI right now are following roughly the same playbook. A chat sidebar. A summariser. A copilot panel that can answer questions about whatever's on scre…
Release 1.0.36 · github/copilot-cli · GitHub
GitHub Copilot CLI brings the power of Copilot coding agent directly to your terminal. - Release 1.0.36 · github/copilot-cli Release 1.0.36 · github/copilot-cli · GitHub Skip to content Navigation Menu Toggle navigation Sign in Appearance settings Platform AI CODE CREATION GitHub Copilot Write better code with AI GitH…
AI Development Accelerates, Causing Anxiety; Anthropic Executive Hopes Users Can Keep Up Easily
The rapid development of AI triggers user anxiety, with Anthropic Amid the rapid development of the artificial intelligence industry, many users are experiencing increasing anxiety. This phenomenon is further illustrated by Cat Wu, the product lead for Claude Code at Anthropic. She pointed out that the high-speed iter…
Every Upgrade Made Sense: How I Over-Engineered My AI Coding Setup - DEV Community
The Question Last week a colleague and I were presenting the AI coding setup we'd built.... Tagged with ai, contextengineering, githubcopilot, softwareengineering. Last week a colleague and I were presenting the AI coding setup we'd built. The full show: fine-grained instruction files, custom agents with scoped respon…