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How to Get Frontier Coding Results at 70% Lower Cost - Nouha Dziri, Cohere
AI Engineer · coding agents, multi-agent systems, ProgramBench, Commit0
AI directory search
Search across educators, skills, and resources.
Use this when you know the topic you need: Claude Code, MCP, evals, RAG, agents, product, coding, prompting, foundations, or model internals.
95 matches for "ide"
Video matches
Watch first when you want a fast feel for the topic before opening courses, docs, or profiles.
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Self-Hosted AI vs Claude Code: When It Pays Off
Devsplainers · self-hosted AI, Claude Code, GLM 5.3, coding agents
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How to Build an AI Code Review Agent - Daksh Gupta, Greptile
AI Engineer · 2026, code review agents, software engineering, evals
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OpenAI's GPT-6.1 Terra uses your computer for less
Coding with Sela · 2026, GPT-6.1 Terra, computer use, model selection
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Inside Arca's Long-Horizon Agents That Run the Business - Aman Singh, Arca
AI Engineer · 2026, long-horizon agents, persistent memory, signals
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Don't Trust Your AI Agents. Test Them Like a Scientist — Stephanie Jarmak, Omni Analytics
AI Engineer · 2026, agent evaluation, experimental design, benchmarks
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1,368 AI Failures and What They Teach About Evals — Vishal Srivastava & Tanmay Sah, New York Life
AI Engineer · 2026, AI incidents, risk, agent evaluation
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The AI Content System Behind 200M Views — Sarah Chieng, Cerebras & Cova Lee, OpenAI
AI Engineer · 2026, content workflow, AI writing, video production
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Is a Faster Model Actually Faster? Test the Whole Job — Morgan Suo, MiniMax
AI Engineer · 2026, model migration, latency, evaluation
Educators
Ethan Mollick
One Useful Thing · Beginner to advanced
Strong practical judgment on what AI can do in real organizations.
Skills
AI literacy, Workplace adoption, Strategy
Jeremy Howard
fast.ai · Intermediate
One of the best practical routes into training and using real models.
Skills
Deep learning, PyTorch, Model training
Rachel Thomas
fast.ai · Beginner to intermediate
Good practical teaching on making ML more understandable and useful.
Skills
Practical ML, Ethics, Education
Andrej Karpathy
Neural Networks: Zero to Hero · Intermediate
Excellent from-scratch explanations of neural networks and language models.
Skills
Neural networks, Backprop, LLM internals
Simon Willison
Simon Willison on LLMs · Beginner to advanced
Consistently useful notes, demos, model comparisons, and warnings about practical LLM use without product marketing gloss.
Skills
LLM tools, Prompting, AI safety, Local models, Model selection
Hamel Husain
Hamel's AI evals guides · Intermediate to advanced
Very practical material on evaluating LLM apps before they disappoint users.
Skills
Evals, RAG, LLM product quality
Sander Schulhoff
Learn Prompting · Beginner to intermediate
Dense prompt engineering reference with beginner-friendly structure.
Skills
Prompting, AI literacy, Security
Elvis Saravia
DAIR.AI Prompt Engineering Guide · Beginner to advanced
A broad prompt engineering guide with many concrete examples and patterns.
Skills
Prompting, RAG, Reasoning, Agents
Addy Osmani
AI Engineering resources · Beginner to intermediate
Useful for software teams applying AI tools to real engineering work.
Skills
AI coding, Engineering workflows, Frontend
Matt Pocock
AI Hero · Beginner to advanced
Practical developer-focused AI education across LLM fundamentals, AI SDK app development, MCP, Claude Code workflows, agent-ready codebases, evals, TDD, handoffs, and reusable skills such as /teach, /grill-me, /to-prd, /to-issues, /tdd, /triage, and /handoff.
Skills
AI coding, Claude Skills, Agentic workflows, AI SDK, MCP, LLM fundamentals, Personalized learning
Craig Hewitt
Craig Hewitt and 100 Days of AI · Beginner to intermediate
Operator-led AI education for founders who need practical business workflows, team redesign, and AI-native leadership without becoming machine learning engineers.
Skills
AI leadership, Founder workflows, Business systems, Automation
Nate Herk
AI Automation Society · Beginner to intermediate
Large Skool community focused on taking people from watching AI videos to building practical automations and repeatable operating systems.
Skills
AI automation, n8n, Business workflows, AI operating systems
Liam Ottley
AI Automation Agency Hub · Beginner to intermediate
Very large Skool community for learning how to package and sell AI automation services to businesses.
Skills
AI agencies, Client acquisition, Automation offers, Business systems
Jack Roberts
AI Automations by Jack · Beginner to intermediate
Business-first automation teaching for people who want support, templates, and examples while learning to build systems.
Skills
AI automation, Claude Code, Client workflows, AI services
Jason West
ChatGPT Users · Beginner to intermediate
Beginner-friendly Skool community around practical ChatGPT use for business, content, sales, and everyday client work.
Skills
ChatGPT, Business prompts, Decision support, Client workflows
Igor Pogany
The AI Advantage · Beginner to intermediate
Practical, non-technical AI workflow education for people who want repeatable business results rather than tool trivia.
Skills
AI productivity, ChatGPT, Business workflows, Prompting
Tony Robbins
The AI Advantage · Beginner to intermediate
Brings AI education to a broad entrepreneurial audience that may not identify as technical.
Skills
AI productivity, Business growth, Mindset, Prompting
Dean Graziosi
The AI Advantage · Beginner to intermediate
Useful for creators and coaches who want to use AI in content, offers, and day-to-day execution.
Skills
AI productivity, Creator businesses, Offers, Business workflows
Bryan Zimmerman
AI Marketing Insiders · Beginner to intermediate
Skool community for marketers and owners who want AI marketing systems that work beyond generic prompt lists.
Skills
AI marketing, Campaign systems, Content workflows, Customer acquisition
Dr. Tomayia Colvin
The AI Marketing School · Beginner to intermediate
Beginner-friendly Skool community showing small business owners how to use ChatGPT, Canva, and AI for better marketing assets.
Skills
AI marketing, Canva, Flyers, Client attraction
Paul Caruana
AI Automation Mastermind · Beginner to intermediate
A small-business oriented community for learning AI and automation as operational leverage.
Skills
AI automation, Operations, Efficiency, Small business workflows
AI Operators Club
AI Operators Club · Beginner to intermediate
Community for people who want to leverage AI and build practical things that work in operating businesses.
Skills
AI operations, Claude, GoHighLevel, Automation, Business systems
AI Automation Circle
AI Automation Circle · Beginner to intermediate
Structured Skool community built around live feedback and support for people learning to build automations.
Skills
AI automation, Live hotseats, Client systems, Workflow support
AI Coaching Advantage
AI Coaching Advantage · Beginner to intermediate
Focused on helping coaches and creators move beyond prompt tips into AI-assisted client and business operations.
Skills
AI coaching workflows, Client operations, Files, Email drafts, Business organization
Providers and platforms
AI Tinkerers
AI Tinkerers One-Shot · Intermediate
High-signal practitioner talks and demos that show what builders are actually trying, where agent systems break, and how workflows get stitched together in the real world.
Topics
Agents, Browser automation, AI engineering, Applied demos, Community learning
Anthropic
Anthropic Academy and Claude docs · Beginner to advanced
Official material for learning Anthropic's current Claude family, model tradeoffs, Claude Code, MCP, computer use, practical prompt workflows, and team model-governance workflows without relying on third-party summaries.
Topics
Claude models, Claude Code, MCP, Computer use, AI fluency, Frontier model selection, Model governance, Release notes
A fast, practical way to build vocabulary and intuition before going deeper into LLMs or AI engineering.
Topics
ML foundations, Classification, Embeddings, Neural networks
Weights & Biases
W&B Courses · Intermediate
Good for builders who need to measure, debug, and improve LLM apps rather than just demo them.
Topics
LLM apps, Evals, Experiment tracking, MLOps
TypeSafe AI
TypeSafe AI and Jev documentation · Intermediate to advanced
Official material for using Jev where software needs a bounded judgment, probability, or score rather than generated prose.
Topics
Jev, System One models, Typed decisions, Calibrated probabilities, Choice, Score, Noul, RLCD
OpenAI
OpenAI docs, Academy, and Cookbook · Beginner to advanced
Official model and implementation material for learning GPT-6 Astra and cost-sensitive GPT-5.6 choices, Codex workflows, subagents, memories, agent evals, MCP and connector patterns, retrieval, background jobs, prompt engineering, production best practices, model optimization, structured outputs, and OpenAI's Academy learning path.
Topics
GPT-6 Astra, GPT models, Reasoning models, Model selection, Agents, Subagents, RAG, Structured outputs, MCP, Evals, Memories
Microsoft
AI Agents for Beginners · Beginner to intermediate
A structured lesson path for understanding when to use agents and how to build simple agentic systems.
Topics
Agents, Multi-agent workflows, Tool use
3Blue1Brown
Neural Networks series · Beginner to intermediate
High-quality visual intuition for neural networks and transformers before or alongside coding-heavy courses.
Topics
Neural networks, Transformers, Mathematical intuition
Pinecone
Pinecone Learn · Beginner to advanced
Useful for understanding vector search, embeddings, chunking, retrieval, and RAG system design.
Topics
Vector databases, RAG, Embeddings, Search
Vellum
Vellum Guides · Beginner to intermediate
Useful for product and ops teams that need practical LLM product concepts without getting lost in research.
Topics
Prompt management, Evals, Workflow design
Humanloop
Humanloop Blog and Docs · Intermediate
Useful for teams building repeatable AI product processes around prompts, datasets, and evaluations.
Topics
Prompt management, Evals, LLM workflows
MIT 6.S191
MIT Introduction to Deep Learning · Beginner to intermediate
Compact university-level deep learning coverage with updated lectures and hands-on labs.
Topics
Deep learning, Neural networks, Generative AI, Model training
Stanford CS224N
Natural Language Processing with Deep Learning · Intermediate to advanced
A deep route into the NLP concepts behind embeddings, attention, and modern language models.
Topics
NLP, Transformers, Embeddings, Language models
Codecademy
Codecademy AI courses · Beginner
Good for beginners who want guided coding exercises while learning AI concepts.
Topics
AI foundations, Python, Prompting, LLM apps
Coursera AI
Coursera AI courses · Beginner to advanced
Broad catalog for comparing university, company, and practitioner-led AI programs.
Topics
AI foundations, Machine learning, Generative AI, Business AI
Khan Academy
AI for Education · Beginner
Useful for seeing AI applied to teaching, tutoring, and student support.
Topics
AI literacy, Education, Tutoring workflows
Zapier
Zapier AI automation guides · Beginner to intermediate
Practical no-code automation examples for people wiring AI into daily operations.
Topics
Automation, AI workflows, No-code tools
Make
Make AI automation · Beginner to intermediate
Useful for business teams connecting AI tools without building custom software.
Topics
Automation, No-code AI, Workflow design
Runway
Runway Academy · Beginner to intermediate
Practical education for people learning generative video and AI creative workflows.
Topics
Generative video, Creative AI, AI media workflows
Neo4j
Neo4j GraphRAG learning · Intermediate
Useful when plain vector retrieval does not capture relationships in your data.
Topics
GraphRAG, Knowledge graphs, RAG, Retrieval
OpenRouter
OpenRouter docs · Beginner to intermediate
Useful for learning model comparison, latest-family aliases, routing, fallback behavior, agent construction, project-specific evals, and API-compatible experimentation across proprietary and open model families.
Topics
Model routing, Model comparison, Auto Router, Agent SDK, Coding-agent harnesses, GPT models, Claude models, Gemini, Llama, Mistral, DeepSeek, Qwen, API examples, Evaluation
Google AI for Developers
Gemini API model docs · Beginner to advanced
Official Gemini material for learning Gemini 3.8 Flash and the current stable, preview, latest, and experimental model lineup, plus the now-GA Interactions API, Lyria music generation, prompt design, function calling, background execution, Deep Research, Computer Use, Hooks, Live API, File Search, coding-agent setup, multimodal tradeoffs, and AI Studio workflows.
Topics
Gemini 3.8 Flash, Gemini models, Multimodal AI, Long context, Model selection, AI Studio, Interactions API, Background execution, Deep Research, Computer Use, Hooks, Live API, Coding agents, Music generation, File Search, API examples
Mistral AI
Mistral models docs · Beginner to advanced
Official material for comparing current Mistral families such as Devstral, Magistral, Voxtral, OCR, and newer Small and Medium models across coding, reasoning, and multimodal use cases.
Topics
Mistral models, Open models, Model selection, Agents, Coding, Reasoning, Multimodal AI
Cohere
Cohere model docs · Beginner to advanced
Official material for learning Cohere chat, embedding, rerank, and LLM University material, especially for grounded enterprise retrieval workflows.
Topics
Command models, RAG, Embeddings, Reranking, Enterprise AI, Model selection, Course material
Agent tools and skill directories
AI worker platform
Mission Control AI
Mission Control AI · Preconfigured AI workers
Use this when you want role-specific AI workers with SOPs, integrations, and governance policies already built in.
Start
Map one operational process, identify data and approval boundaries, and evaluate whether a prebuilt worker fits before building custom agents.
AI coworker
Viktor
Viktor · Slack and Teams AI employee
Use this when the adoption surface should be chat-native and team-facing rather than a separate automation builder.
Start
Pick one team workflow, define who approves outputs, and measure whether Viktor saves time without creating review burden.
Resources
Brave Search x402 agent payments guide
Agent infrastructure news analysis · Brave · Intermediate
Understand Brave Search API payments through x402, compare per-request payment with API keys and set safe wallet, budget and privacy controls before testing it.
Brave Search API, x402, agent payments, USDC, Base
Gemini 4 Hydrogen migration and evaluation guide
Frontier model news analysis · Google DeepMind · Intermediate to advanced
Evaluate Gemini 4 Hydrogen for coding, multimodal analysis or agent workflows, and plan a measured migration from Gemini 3.8 Flash.
Gemini 4 Hydrogen, coding agents, model routing, multimodal AI, Gemini API
Gemini Decisions API launch guide
AI developer API analysis · Google DeepMind · Intermediate
Understand when to use the Gemini Decisions API instead of text generation, how its three decision types work and how to validate confidence thresholds before automating actions.
Gemini Decisions API, Gemini Decision 1, classification, model routing, policy checks
AWS Emulator autonomous agent build guide
AI agent engineering analysis · AWS · Intermediate to advanced
Understand how AWS used autonomous agents to build and maintain AWS Emulator, test the local tool safely and adapt its specification-and-gate workflow to your own coding agents.
AWS Emulator, autonomous agents, AI coding agents, software testing, behavioral fidelity
Lazarus AI agent backdoor defense guide
AI agent security analysis · Microsoft Research · Intermediate to advanced
Understand Microsoft's Lazarus model-backdoor research, assess open-weight agent risk and add provenance, isolation and monitoring controls before deployment.
Lazarus, AI agents, model backdoors, open weights, model provenance
Fireworks AI and Notion breach response guide
AI infrastructure security analysis · Learnetto · Intermediate
Assess the Fireworks AI breach, review affected Notion AI transcripts and check credentials, datasets and vendor boundaries that may require action.
Fireworks AI, Notion AI, security incident, LLMJacking, AI infrastructure
Claude Fable 5.2 and Mythos 5.2 launch guide
Frontier model news analysis · Anthropic · Intermediate to advanced
Use this analysis to decide whether Claude Fable 5.2 belongs in a demanding agent workflow, plan migration tests and understand why Mythos access remains restricted.
Claude Fable 5.2, Claude Mythos 5.2, Claude Code, coding agents, model evaluation
Uber production AI agent security guide
AI agent security guide · Uber · Intermediate
Use this guide to turn a production agent's purpose, tools and risk level into enforceable checks before it can take sensitive actions.
AI agents, agent security, prompt injection, MCP security, behavioral authorization
NVIDIA board investigation and AI infrastructure risk guide
AI infrastructure news analysis · NVIDIA · All levels
Use this analysis to separate NVIDIA's confirmed board investigation from unresolved allegations and review supplier continuity, access and governance risks.
NVIDIA, AI infrastructure, national security, corporate governance, export controls
GitHub Copilot code review API rollout guide
AI code review guide · GitHub · Intermediate
Use this guide to roll out Copilot code review across repositories without treating an AI review as a merge gate or giving review tools unnecessary access.
GitHub Copilot, code review, REST API, GraphQL, MCP
Claude Code local-settings secret leak response guide
AI coding-agent security analysis · Apiiro · Intermediate
Use this guide to find credentials recorded in Claude Code settings, rotate exposed secrets and prevent local approvals from entering Git history.
Claude Code, coding agents, secret scanning, GitHub, credentials
Agent memory: notes, dreams and knowledge wikis
AI agent memory guide · Anthropic · Intermediate
Use this guide to decide what an AI agent should remember, how to correct stale notes and when a knowledge wiki is worth maintaining.
agent memory, Claude, memory stores, dreaming, knowledge wikis
Inkling 2 Small release and evaluation guide
Open-weight model release analysis · Thinking Machines Lab · Intermediate to advanced
Use this guide to assess Inkling 2 Small's architecture, planned open weights, benchmarks, costs and fit for your work.
Inkling 2 Small, Thinking Machines Lab, open weights, Mixture of Experts, agentic coding
GPT-6 Cyber launch and defender guide
AI cybersecurity model launch analysis · OpenAI · Intermediate to advanced
Use this analysis to understand GPT-6 Cyber’s measured capabilities, restricted access, Firefox findings, safety limits and the controls required before assigning an agent to security work.
OpenAI, GPT-6 Cyber, AI cybersecurity, vulnerability research, Firefox
OpenAI Images 2.6 launch guide
AI image model launch analysis · OpenAI · Beginner to intermediate
Use this guide to choose between Flare and Sunburst, test the new editing controls, estimate cost and decide whether an existing image workflow should move to Images 2.6.
OpenAI, Images 2.6, image generation, image editing, GIF
UK NCSC AI-cyber 2028 assessment explained
AI security assessment · UK National Cyber Security Centre · Intermediate
Use this analysis to understand the NCSC's 2028 AI-cyber scenarios, separate probability judgements from speculation, and build a defence plan.
NCSC, AI cyber security, critical infrastructure, ransomware, vulnerability management
GitBook AI-agent attack response guide
AI security incident analysis · GitBook · Intermediate
Use this guide to respond to GitBook's November 2026 security incident, rotate connected credentials and separate confirmed exposure from unanswered questions.
GitBook, AI agents, security incident, API tokens, Git Sync
OpenAI Pando Git architecture explained
AI infrastructure analysis · OpenAI · Intermediate to advanced
Use this analysis to understand why agent-heavy repositories strain conventional Git servers, how Pando changes consistency and pack delivery, and which ideas apply outside OpenAI.
OpenAI, Pando, Git, Codex, coding agents
GPT-6 Astra weight-space programming explained
AI research analysis · MIT CSAIL researchers · Intermediate to advanced
Use this analysis to understand what GPT-6 Astra changed inside Qwen3.5-0.8B, which results were reproduced and why the work does not yet replace training.
GPT-6 Astra, weight-space programming, Qwen, model editing, interpretability
AI security arms race for SaaS teams
AI security strategy guide · Google Cloud · Intermediate
Use this guide to understand how AI changes software security and build a practical security and customer-assurance plan for a growing SaaS company.
AI security, SaaS security, vulnerability discovery, secure by design, security questionnaires
AG-UI client vulnerability response guide
AI agent frontend security analysis · NIST National Vulnerability Database · Intermediate to advanced
Use this guide to find affected @ag-ui/client deployments, apply the two released fixes and contain the three flaws that still lack a released patch.
AG-UI, CopilotKit, AI agents, frontend security, CVE
Trigger.dev environment-variable breach response guide
AI workflow platform security analysis · Trigger.dev · Intermediate to advanced
Use this if your organization stored credentials in Trigger.dev or needs to assess the November 1 security incident.
Trigger.dev, AI agents, environment variables, secret rotation, incident response
Northflank secret breach response guide
AI developer platform security analysis · Northflank · Intermediate to advanced
Use this if you stored secrets in Northflank or need to check AI provider usage after the October 30 security incident.
Northflank, AI API keys, environment variables, LLMJacking, secret rotation
ChatGPT shared-link account takeover response guide
AI product security analysis · Parameter Security · Intermediate
Use this to understand the fixed ChatGPT shared-link exploit, assess past exposure and review cross-frame trust in products that render user-controlled HTML.
ChatGPT, account takeover, sandbox escape, postMessage, CSP
Chainalysis agentic intrusion response guide
AI-assisted cyber incident analysis · Chainalysis · Intermediate to advanced
Use this after Chainalysis's October 30 disclosure to separate confirmed data exposure from open questions about the attacker's agentic methods.
Chainalysis, agentic attacks, data breach, phishing, identity security
Shared robots.txt AI training preference explained
AI training policy standard analysis · OpenAI · Beginner to intermediate
Use this when you manage a website and need to understand the proposed cross-provider AI training preference before changing robots.txt.
AI training, robots.txt, IETF, publisher controls, GPTBot
Claude Code 2.1.313 Cursor backdoor response guide
AI developer-tool supply chain incident · Cursor · Intermediate to advanced
Use this if Claude Code for VS Code may have updated through Cursor's marketplace on October 29, 2026.
Claude Code, Cursor, supply chain, SSH backdoor, developer security
OpenAI Model Spec October 2026 changes explained
AI behavior policy analysis · OpenAI · Intermediate
Use this guide to understand OpenAI's October 2026 Model Spec revision and turn its intended behavior into tests for an AI product.
OpenAI Model Spec, instruction hierarchy, human agency, agent safety, developer testing
VAPOR PANDA ARTEX agent campaign response guide
AI-assisted cyber campaign analysis · CrowdStrike · Intermediate to advanced
Use this after CrowdStrike's October 29 report to hunt ARTEX activity, review identity controls and contain AI-scaled intrusion paths.
VAPOR PANDA, ARTEX, DeepSeek, AI agents, cyber espionage
Mistral Large 4 open-weight release guide
Open-weight model launch analysis · Mistral AI · Intermediate to advanced
Use this to decide whether Mistral Large 4 belongs in a self-hosted coding or defensive-security evaluation.
Mistral Large 4, open weights, coding agents, cybersecurity, self-hosting
New York AI chatbot law for minors
AI regulation analysis · New York State · Intermediate
Use this guide to understand which AI companion features New York prohibits for minors and what product teams need to test before January 1, 2027.
AI regulation, AI companions, child safety, age assurance, chatbots
Oracle AI Workspace and ChatGPT rollout guide
Enterprise AI launch analysis · OpenAI and Oracle · Intermediate
Use this guide to separate Oracle's available ChatGPT plugins from planned products and to design a permission-aware pilot.
Oracle AI Workspace, ChatGPT, enterprise agents, NetSuite, Codex
Gemini 4 Carbon cyberdefense launch guide
Frontier model and cybersecurity launch analysis · Google DeepMind · Intermediate to advanced
Use this to assess Gemini 4 Carbon's reported cyber capabilities, limited rollout and evidence requirements before planning a production evaluation.
Gemini 4 Carbon, cybersecurity, coding agents, vulnerability research, prompt injection
GitHub Copilot Fusion launch and rollout guide
AI coding agent launch analysis · GitHub · Intermediate to advanced
Use this after GitHub Universe 2026 to evaluate Copilot Fusion, cross-repository Projects and usage-based enterprise access on your own development work.
GitHub Copilot, Copilot Fusion, coding agents, model routing, multi-agent workflows
NVIDIA NeMo Agent Toolkit critical flaw response guide
AI agent infrastructure security analysis · NVIDIA · Intermediate to advanced
Use this after NVIDIA's October 27, 2026 bulletin to find affected NeMo Agent Toolkit services, install 1.9.0 or later and verify exposure.
NVIDIA, NeMo Agent Toolkit, CVE-2026-65145, CVE-2026-65151, agent security
GitHub Copilot server-to-server authentication guide
AI agent authentication guide · GitHub · Intermediate
Use this guide when a service or agent must make Copilot SDK requests for an organization without borrowing a person's credentials.
GitHub Copilot, GitHub Apps, server-to-server authentication, AI agents, identity