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Tag: llm

36 posts · Page 1 of 4

2026-07-18 microsoft-agent-framework agent-skills ai-agents

How to Package Reusable Domain Expertise as an Agent Skill in .NET with the Microsoft Agent Framework

There is no single Skill type in the Microsoft Agent Framework, but you can package domain expertise as a reusable agent, reuse it in-process with AsAIFunction, and advertise it across frameworks as an A2A AgentSkill. Full walkthrough on Agent Framework 1.0 and .NET 11.

2026-07-17 github-copilot ai-agents llm

How to Set Per-Session AI Credit Spend Limits in the Copilot CLI and SDK

Copilot CLI 1.0.66 and SDK 1.0.5 (public preview, July 1 2026) add per-session AI credit limits. Cap what a single agent run can spend with --max-ai-credits, /limits set, or SessionLimitsConfig, and understand why it is a soft cap that can overshoot.

2026-07-12 cursor ai-agents llm

Cursor 3.11 Side Chats: Branch a Question Without Derailing the Main Agent

Cursor 3.11 (July 10, 2026) adds side chats, durable parallel agent threads you spawn with /side or /btw and pull back into the main conversation with an at-mention. Plus Cmd+K transcript search and new cloud agent hooks.

2026-07-12 cursor ai-agents llm

How to Observe a Cursor Cloud Agent's Prompts, Thinking, and Subagents with Hooks

Cursor 3.11 (July 10, 2026) lets cloud agents run hooks that see the conversation itself. Wire up beforeSubmitPrompt, afterAgentThought, afterAgentResponse, and subagentStart in .cursor/hooks.json to log every prompt, thinking block, and delegated task, then gate the risky ones.

2026-07-11 migration mcp ai-agents

Migrate a Custom Tool-Calling Loop to an MCP Server (TypeScript, 2026)

A step-by-step checklist for lifting a hand-rolled Anthropic tool-calling loop onto a standalone MCP server. The tool bodies move almost verbatim; what changes is where the schema comes from, how results are wrapped, and how errors cross the process boundary.

2026-07-10 migration mcp ai-agents

Migrate a LangChain Agent to the MCP Tool-Calling Pattern

A step-by-step checklist for moving an existing LangChain agent off inline @tool functions onto a standalone MCP server that any client can call. Covers extracting tools into FastMCP, re-wiring the agent with langchain-mcp-adapters MultiServerMCPClient, the sync-to-async switch, transports, and the gotchas that bite mid-cutover.

2026-07-09 migration llm ai-agents

Migrate From the OpenAI SDK to Microsoft.Extensions.AI in a .NET App

A step-by-step checklist for moving a .NET app off the raw OpenAI 2.12 SDK onto the provider-neutral Microsoft.Extensions.AI 10.7 IChatClient. Covers the AsIChatClient bridge, the CompleteChatAsync-to-GetResponseAsync rewrite, streaming, tool calling, DI registration, and the gotchas that bite mid-cutover.

2026-07-09 claude-code ai-agents llm

VS Code 1.128 Adds Multi-Chat Claude Agent-Host Sessions

VS Code 1.128 (July 8, 2026) lets one Claude agent-host session hold several parallel chats, each with its own history, title, and model. Here is what chat.agentHost.enabled actually unlocks and how the quick-chat and BYOK pieces fit.

2026-07-08 claude-code ai-agents llm

Claude Sonnet 5 Is the New Claude Code Default: Recount Your Token Budgets

Claude Sonnet 5 (claude-sonnet-5) shipped June 30, 2026 and now backs the 'sonnet' alias in Claude Code. Its new tokenizer emits about 30% more tokens for the same text, so cost estimates and max_tokens limits tuned for Sonnet 4.6 need a recount.

2026-07-07 migration semantic-kernel microsoft-agent-framework

Migrate a Semantic Kernel App to Microsoft Agent Framework 1.0

A step-by-step checklist for moving an existing Semantic Kernel 1.77 .NET app to Microsoft Agent Framework 1.13. Covers the Kernel-to-AIAgent rewrite, plugins-to-tools, thread-to-session, the KernelFunction compatibility bridge, DI changes, and the gotchas that bite mid-cutover.