…ts, CI, docs, observability, tooling — was written by Codex agents, not humans. The practice of designing the environment agen…

…ser request, figures out intent, and dispatches work to sub-agents or tool calls. No framework-specific opinions here — just t…

…roduction observability. --- ## 1. Prompt Engineering for Agents This is the single most important skill in building agenti…

…s** | 10 | 100 (soft) | Custom | **The hard constraint for agents is function timeout.** An agent loop with 2-3 tool calls a…

…e-playing, task delegation | Low | High | ⭐⭐⭐⭐ | | **OpenAI Agents SDK** | Python | Single-agent tool-use, simplicity | Low |…

…s `interrupt_before` pattern: ```python graph = StateGraph(AgentState) graph.add_node("call_llm", ...) graph.add_node("execut…

…tic frameworks in 2026 — LangGraph, CrewAI, AutoGen, OpenAI Agents SDK, Pydantic AI, Semantic Kernel, Dify, and more. Trade-of…

…tart with a single orchestrator + tools, add specialist sub-agents as the prompt grows too complex. --- ## System Architectu…

…ritical design decision. Mixing them up leads to unreliable agents. ### Use a TOOL when: - **The data is structured**. User…

…python assert add(2, 2) == 4 # Always passes, forever ``` Agents are non-deterministic: ```python result = await agent.run(…

…* MongoDB (Mongoose, Atlas, vector search), Supabase - **AI/Agents:** LangGraph, LangSmith, VAPI, GPT models (3.5, 4, 4.1 mini…

…de Code tools (file read/edit/write, bash, glob, grep, git, agents, cron, skills, etc.) are provided by the **Claude Code harn…

…view-toolkit/` - **Mechanism**: Launches specialized review agents (code-reviewer, silent-failure-hunter, comment-analyzer, pr…

…lding within a connected set of repositories, leveraging AI agents with cross-repo context. ## Philosophy A workspace harnes…

…dically different outputs. A leader who can't read the code agents produce is flying blind. - **Judgment compounds.** When AI…

…lows is a fully managed platform for durable functions / AI agents (JS, TS, Python). Mark a function as a workflow by placing…

…tly Engineering Learning Series ## AI-Powered Code Editing, Agents, and Custom Toolchains > Engineering Excellence > 2026 --…

…nfig ├── workspace/ # Working directory │ ├── AGENTS.md # Agent behavior guide │ ├── SOUL.md…

# QWESTLY INTERNSHIP AGREEMENT **This Agreement** is between Qwestly, Inc. ("Qwestly" or "the Company") and Cohen Russell ("Intern") and his parent/guardian ("Parent/Guardian"). ## **1. Internship T