https://ai-chinwag-curated-resources.pages.dev/resources/ The useful AI links shared in the AI Chinwag Slack community, newest first. en-gb https://ai-chinwag-curated-resources.pages.dev/resources/teams/measure-ai-effectiveness https://ai-chinwag-curated-resources.pages.dev/resources/teams/measure-ai-effectiveness Wed, 01 Jul 2026 00:00:00 GMT By Ably • Amber Dawson. Argues AI usage metrics don't capture whether teams actually get better, and proposes outcome-based KPIs. https://ai-chinwag-curated-resources.pages.dev/resources/teams/ai-should-shrink-teams https://ai-chinwag-curated-resources.pages.dev/resources/teams/ai-should-shrink-teams Wed, 01 Jul 2026 00:00:00 GMT By Miguel Carranza. AI lets orgs run smaller teams per initiative rather than cutting headcount. https://ai-chinwag-curated-resources.pages.dev/resources/tools/cursor-for-ios https://ai-chinwag-curated-resources.pages.dev/resources/tools/cursor-for-ios Tue, 30 Jun 2026 00:00:00 GMT By Cursor • Chris Brauchli, Rikki Mukherjee & Kevin Niparko. Cursor's native iOS app (public beta) to launch and steer coding agents from a phone. https://ai-chinwag-curated-resources.pages.dev/resources/design/figma-design-agent-custom-tools https://ai-chinwag-curated-resources.pages.dev/resources/design/figma-design-agent-custom-tools Mon, 29 Jun 2026 00:00:00 GMT By Figma • Georgia Rust & Rodrigo Davies. Figma's design agent gains custom tools, richer context sources, and reusable skills. https://ai-chinwag-curated-resources.pages.dev/resources/models/previewing-gpt-5-6-sol https://ai-chinwag-curated-resources.pages.dev/resources/models/previewing-gpt-5-6-sol Fri, 26 Jun 2026 00:00:00 GMT By OpenAI. OpenAI's official preview of the GPT-5.6 Sol / Terra / Luna models. https://ai-chinwag-curated-resources.pages.dev/resources/design/teaching-agents-product-design-vercel https://ai-chinwag-curated-resources.pages.dev/resources/design/teaching-agents-product-design-vercel Fri, 26 Jun 2026 00:00:00 GMT By Vercel • John Phamous. Vercel's repo-based skill that encodes product and design decisions for coding agents. https://ai-chinwag-curated-resources.pages.dev/resources/agents/browsers-and-uis-are-dead-wes-bos https://ai-chinwag-curated-resources.pages.dev/resources/agents/browsers-and-uis-are-dead-wes-bos Thu, 25 Jun 2026 00:00:00 GMT By Wes Bos. Wes Bos's JS Nation Amsterdam 2026 talk on agentic interfaces and Web MCP — pushing back on "chat replaces all UI". https://ai-chinwag-curated-resources.pages.dev/resources/tools/crabbox https://ai-chinwag-curated-resources.pages.dev/resources/tools/crabbox Wed, 24 Jun 2026 00:00:00 GMT By openclaw. A CLI that leases cloud/self-hosted compute, syncs your local diff, and runs commands/tests remotely. https://ai-chinwag-curated-resources.pages.dev/community/trusting-what-an-ai-builds https://ai-chinwag-curated-resources.pages.dev/community/trusting-what-an-ai-builds Wed, 24 Jun 2026 00:00:00 GMT By Adam Tomat. Adam's post on how he trusts AI-built code — via visual regression testing and a QA setup. https://ai-chinwag-curated-resources.pages.dev/resources/tools/tessl https://ai-chinwag-curated-resources.pages.dev/resources/tools/tessl Tue, 23 Jun 2026 00:00:00 GMT By Tessl. A platform to build, test, distribute, and govern AI agent "skills" at team / enterprise scale. https://ai-chinwag-curated-resources.pages.dev/resources/testing/evaluation-driven-development https://ai-chinwag-curated-resources.pages.dev/resources/testing/evaluation-driven-development Tue, 23 Jun 2026 00:00:00 GMT By Decoding AI • Alejandro Aboy. A pre-merge evaluation gate for AI agent changes, using simulated inputs run through the real agent. https://ai-chinwag-curated-resources.pages.dev/resources/design/t-shaped-ux-to-polymath-architect https://ai-chinwag-curated-resources.pages.dev/resources/design/t-shaped-ux-to-polymath-architect Tue, 23 Jun 2026 00:00:00 GMT By UX Collective • Patrick Neeman. AI is dissolving the classic "T-shaped" specialist model in UX toward generalist "polymath architects". https://ai-chinwag-curated-resources.pages.dev/resources/agents/new-software-lifecycle-addy-osmani https://ai-chinwag-curated-resources.pages.dev/resources/agents/new-software-lifecycle-addy-osmani Tue, 23 Jun 2026 00:00:00 GMT By Addy Osmani. Reframes the SDLC: agents are mostly harness, and verification moves to the centre. https://ai-chinwag-curated-resources.pages.dev/resources/agents/agentic-harness-system-design https://ai-chinwag-curated-resources.pages.dev/resources/agents/agentic-harness-system-design Tue, 23 Jun 2026 00:00:00 GMT By Decoding AI • Paul Iusztin. Argues ~80% of agent harnesses are identical, so decide what to build vs configure vs use off-the-shelf for the other 20%. https://ai-chinwag-curated-resources.pages.dev/resources/testing/evals-strategic-ip-garrett-lord https://ai-chinwag-curated-resources.pages.dev/resources/testing/evals-strategic-ip-garrett-lord Mon, 22 Jun 2026 00:00:00 GMT By Garrett Lord. Argues that private evals built from workflow plus domain judgement become durable competitive IP. https://ai-chinwag-curated-resources.pages.dev/resources/testing/evals-in-laravel https://ai-chinwag-curated-resources.pages.dev/resources/testing/evals-in-laravel Thu, 18 Jun 2026 00:00:00 GMT By Mujahid Abbas. A practical guide to building AI-output evals (distinct from unit tests) in a Laravel app. https://ai-chinwag-curated-resources.pages.dev/resources/design/llm-safe-design-system-polar-orbit https://ai-chinwag-curated-resources.pages.dev/resources/design/llm-safe-design-system-polar-orbit Thu, 18 Jun 2026 00:00:00 GMT By Polar. A typed component design system built to keep LLM-generated UI on-brand. https://ai-chinwag-curated-resources.pages.dev/resources/agents/loop-library https://ai-chinwag-curated-resources.pages.dev/resources/agents/loop-library Thu, 18 Jun 2026 00:00:00 GMT By Forward Future. A curated library of 70+ reusable "agent loop" prompt workflows. https://ai-chinwag-curated-resources.pages.dev/resources/agents/loop-engineering-addy-osmani https://ai-chinwag-curated-resources.pages.dev/resources/agents/loop-engineering-addy-osmani Thu, 18 Jun 2026 00:00:00 GMT By Addy Osmani. The shift from prompting agents one-off to designing self-running "loops". https://ai-chinwag-curated-resources.pages.dev/resources/agents/cognitive-surrender-addy-osmani https://ai-chinwag-curated-resources.pages.dev/resources/agents/cognitive-surrender-addy-osmani Thu, 18 Jun 2026 00:00:00 GMT By Addy Osmani. Distinguishes healthy cognitive offloading from "surrender" — accepting AI output without judgement. https://ai-chinwag-curated-resources.pages.dev/resources/agents/agentic-coding-workflow-seb-kay https://ai-chinwag-curated-resources.pages.dev/resources/agents/agentic-coding-workflow-seb-kay Thu, 18 Jun 2026 00:00:00 GMT By Seb Kay. A personal write-up of a multi-agent orchestrator / sub-agent coding workflow. https://ai-chinwag-curated-resources.pages.dev/resources/tools/headroom https://ai-chinwag-curated-resources.pages.dev/resources/tools/headroom Wed, 17 Jun 2026 00:00:00 GMT By headroomlabs-ai. An open-source LLM context-compression proxy, built to cut token bills. https://ai-chinwag-curated-resources.pages.dev/resources/tools/claude-red https://ai-chinwag-curated-resources.pages.dev/resources/tools/claude-red Wed, 17 Jun 2026 00:00:00 GMT By Kai Aizen. Security / red-team tooling for Claude. https://ai-chinwag-curated-resources.pages.dev/resources/local-models/running-local-models-is-good-now https://ai-chinwag-curated-resources.pages.dev/resources/local-models/running-local-models-is-good-now Wed, 17 Jun 2026 00:00:00 GMT By Vicki Boykis. Local LLMs are now good enough for real agentic coding, not just toy queries. https://ai-chinwag-curated-resources.pages.dev/resources/agents/art-of-loop-engineering-langchain https://ai-chinwag-curated-resources.pages.dev/resources/agents/art-of-loop-engineering-langchain Wed, 17 Jun 2026 00:00:00 GMT By LangChain • Sydney Runkle. LangChain on stacking agent / verification / event / outer loops. https://ai-chinwag-curated-resources.pages.dev/resources/agents/ai-native-devcon-london-2026 https://ai-chinwag-curated-resources.pages.dev/resources/agents/ai-native-devcon-london-2026 Wed, 17 Jun 2026 00:00:00 GMT By AI Native DevCon. The full talk playlist from AI Native DevCon London 2026 (1–2 June, The Brewery, London). https://ai-chinwag-curated-resources.pages.dev/resources/agents/ai-development-patterns https://ai-chinwag-curated-resources.pages.dev/resources/agents/ai-development-patterns Wed, 17 Jun 2026 00:00:00 GMT By Paul Duvall. A curated catalog of 24+ patterns for building software with AI, organised by maturity and lifecycle. https://ai-chinwag-curated-resources.pages.dev/resources/agents/agent-loops-claude-code-codex https://ai-chinwag-curated-resources.pages.dev/resources/agents/agent-loops-claude-code-codex Wed, 17 Jun 2026 00:00:00 GMT By ChatPRD • Claire Vo. A walkthrough (paired with a Lenny's Newsletter / ChatPRD piece) of designing recurring and autonomous agent loops in Claude Code and Codex. https://ai-chinwag-curated-resources.pages.dev/community/tempo-harness-wiki https://ai-chinwag-curated-resources.pages.dev/community/tempo-harness-wiki Wed, 17 Jun 2026 00:00:00 GMT By Adam Tomat. Adam's own wiki documenting his AI agent "harness". https://ai-chinwag-curated-resources.pages.dev/community/brainstorm-skill https://ai-chinwag-curated-resources.pages.dev/community/brainstorm-skill Wed, 17 Jun 2026 00:00:00 GMT By Adam Tomat. A double-diamond "brainstorm" skill Adam built to replace grill-me. https://ai-chinwag-curated-resources.pages.dev/resources/design/anthropic-frontend-design-skill https://ai-chinwag-curated-resources.pages.dev/resources/design/anthropic-frontend-design-skill Tue, 16 Jun 2026 00:00:00 GMT By Anthropic. Anthropic's own skill for producing distinctive, intentional frontend design — not generic templates.