AI Agents
Coverage, guides, and tools for agentic systems, autonomous workflows, and AI teammates.
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What this topic covers. AI agents are moving from demos to real workflow software. This topic tracks the tools, deployment patterns, and operating models that make agentic systems useful in practice.
Why it matters. This is where model capability turns into operational leverage. The important question is not whether an agent can complete a task once, but whether it can do it reliably inside a real workflow.
Coverage
Claude Code vs Codex: The Full 2026 Comparison
Opus 4.8, Sonnet 5, and GPT-5.6 Sol are now weeks apart on release dates. Here is where each coding agent actually wins.
Claude Sonnet 5 Closes the Gap With Opus on Agentic AI Tasks
Anthropic's new mid-tier model brings near-Opus performance, a 1M token context window, and tighter safety guardrails at a lower price.
GitLab Cuts 14% of Staff as It Rebuilds for the Agentic Era
The DevOps platform is exiting 22 countries and rebuilding git from scratch - even as revenue climbs 23% year-over-year.
Claude Opus 4.8 Arrives With Stronger Agentic Coding, Dynamic Workflows, and a Cheaper Fast Mode
Anthropic ships Opus 4.8 at the same price as Opus 4.7, with benchmark gains over GPT-5.5, a new multi-agent feature for Claude Code, and a 3x cheaper fast mode.
Agentic AI Is Eating the Enterprise. Governance Hasn't Shown Up Yet.
Gartner says 40% of enterprise apps will run autonomous AI agents by year's end. Most companies have no plan to control them.
ClickUp Cuts 22% of Staff and Offers $1M Salaries to Those Who Stay
CEO Zeb Evans is calling it the '100x org.' Fire nearly a quarter of the company, pay the survivors up to $1 million in cash, and let 3,000 AI agents pick up the rest.
Practical guides
How to Save Tokens in Claude Code Using Graphify
Stop burning your Claude usage limits on file search. Build a knowledge graph once, query it forever.
Figma MCP Server Setup: Claude, Codex, Cursor, Copilot, and Antigravity
Connect Figma's Dev Mode MCP server to every major coding agent and start turning real design data into code.
How to Humanize AI Text: 7 Editing Moves That Work
Practical techniques to edit AI-generated content so it reads like a person wrote it and passes the detectors checking for it
Tools to evaluate
NotebookLM
NotebookLM is Google's source-grounded research assistant, powered by Gemini, that answers questions strictly from documents, websites, and videos the user uploads. It generates outputs like audio overviews, video overviews, slide decks, infographics, mind maps, and study guides from those sources, with inline citations back to the original material. A June 2026 update added agentic source discovery and a secure code-execution environment per notebook.
GitHub Copilot
GitHub Copilot is an AI coding assistant built into IDEs like VS Code, Visual Studio, and JetBrains, plus GitHub.com and the CLI. It offers inline code completions, a chat interface, agent mode for multi-step tasks, and automated code review. As of June 2026, paid plans bill AI-powered features through a token-based credit system rather than a fixed monthly request count.
InVideo AI
InVideo AI is a prompt-to-video platform built around Agent One, an AI agent that plans a shot-by-shot video from a text brief and routes each shot to the right underlying model. It bundles access to over 200 image, video, audio, and music models, including Veo 3.1, Sora 2, and Kling 3.0, inside one subscription. The platform also includes a separate traditional template editor called InVideo Studio, plus an Advertising Studio for turning product URLs into UGC-style ad creative.
Cursor
Cursor is an AI-native code editor built as a fork of Visual Studio Code. It pairs a familiar VS Code-style interface with agent features that can search a codebase, edit multiple files, run terminal commands, and carry out multi-step coding tasks from natural-language prompts. Users can route work to different frontier models from OpenAI, Anthropic, Google, and xAI, as well as Cursor's own Composer models, and can run agents locally, in the cloud, or from a CLI.
Granola
Granola is a bot-free AI meeting notes tool that captures audio directly from your device rather than joining calls as a visible participant. It transcribes meetings in real time, enhances any rough notes you take during the call with full transcript context, and generates clean structured summaries with action items. Granola 2.0 added team workspaces, enabling shared meeting knowledge and cross-meeting AI search across an organisation.
Wispr Flow
Wispr Flow is an AI-powered voice-to-text tool that works across every application on Mac, Windows, iOS, and Android. It transcribes speech into context-aware text, adapting its tone and formatting to match the app you are working in, and includes inline AI editing commands for summarising or rewriting highlighted text without leaving your current window.
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