... freshly created database trigger drops events for its first minute or two: a document written 45 seconds after the deploy finished was never picked up, one written five minutes later was. And a new callable function deploys without an invoker permission, so the browser gets a 403 until that grant is added by hand. Both deploys were green. Both would have passed a smoke test that only asked whether the service answers. What fixed it for me was writing ...

... project, and today is a good example. Same repo, same hour: I used Git Bash for a loop that curls every URL in a sitemap and greps the status codes, because in Windows PowerShell curl is an alias for Invoke-WebRequest and the flags don't carry over. Twenty minutes later I was back in PowerShell for npm and path work, where Git Bash's path translation gets in the way instead. So a saved default per project wouldn ...

... gotten pretty good at measuring what an LLM costs. Tokens in.Tokens out.API bill. But an agent does a lot more than generate tokens. It might call three tools, run a search, query a database, invoke another agent, retry a failed step, and finally produce something useful. So what did that piece of work actually cost? That s the problem I ve been thinking about with Kopai. Every agent run should have a ledger: What did it do? What ...

... giving free credits for you to try it! It uses the most advanced AI models on the planet, the absolute frontier mixed with our flagship NeuralAction computer-use model! Aura brings AI into the work you re already doing. Invoke it with a shortcut, speak or type, and ask a question about what s on your screen or ask it to take action. It understands on-screen context, remembers what matters, and works across your apps. Your tasks and memories ...

... Traccia, you can define runtime policies around agent execution for example, which tools an agent is allowed to use, how many retries/tool calls it can make, or how long it can run. If a policy says this agent cannot invoke that tool , the goal is to block the action before it happens , not discover it later in a trace. Agents are becoming increasingly autonomous. Shouldn t their permissions be equally enforceable? Comment from Aditya Kumar Saroj(@aditya_kumar_saroj ...

... instrument for the step it's on, and calls you or doesn't. That reframes a bunch of maker questions at once. Your tool descriptions are now your marketing copy, and the audience is a model deciding whether to invoke you. Your schema is your UX. And the thing you spent months polishing the interface may never get looked at by a human again, because MCP Apps means the agent renders a small purpose-built surface at the moment ... ... destination? If the value is a result someone wants and doesn't care how they got an action then being agent-callable is close to free distribution and you should be looking hard at it before your competitor

... right to introduce everything that came after. The same thing is happening again right now, one level up. Execution is getting more autonomous. Systems are starting to decide when a human is needed rather than waiting to be invoked. And an autonomous system with no legible surface is unsellable no matter how good it is because trust doesn't come from capability. It comes from being able to see the bottom of something the moment you're pulled ...

... banking chat, my work Slack and my password fields in order to encrypt one message to my co-founder." The version I would enable is the one where the secure surface is not my everyday keyboard - invoked deliberately for the message I am protecting, dormant otherwise. Then exposure matches benefit, and the evidence you publish is defending a much smaller claim, which makes it far easier to believe. Genuinely unsure on one point though: is always-on default a deliberate ...

... conversation prompts, responses, and tool calls. No signup, no account, one command. A few design decisions that mattered to me: The skill is just a markdown file. No daemon, no background process, nothing running unless you explicitly invoke it. It's short enough to read end-to-end, and the entire file is printed on the homepage. (There's also a curl | bash installer, but it's behind a disclosure because you shouldn't trust it as much as reading ...

... keep them separate: Your browser   browsing, bookmarks, history, saved logins, extensions. Most of this is local-first, inherited from Firefox. Your assistant   chat, tab/bookmark/history search, page summaries, voice. That layer uses  remote LLMs  when you invoke it, plus optional product-improvement logging you control in settings. Those are related in the product, but  not the same data pipeline . Passwords belong in the first bucket, not the second. Where imported passwords go When you import from ... ... feed your imported password vault into assistant training or semantic memory.  If you voluntarily put secrets into chat, or a page visibly shows them, that s a different path and we think you should know that. Onboarding copy vs

... have released Invoke v0.10.20, which introduces several workflow improvements and UI refinements. Here is a summary of what is included in this release. Added User-Defined Slash Commands You can now create custom slash commands by adding markdown files to your .invoke/commands/ directory. This allows you to define reusable prompts and workflows tailored to your project. Thinking Effort Controls New textarea controls have been added to adjust the AI thinking effort level across all supported providers. Improved Grep Tool ...

... Invoke 0.10.18 is now available. Automation You can now create scheduled tasks powered by AI agent steps. Set custom schedules, run manually and create automation directly from the agent using the /automation command. Terminal Drag-to-Split Drag terminal tabs into the content area to create splits. Full drag-to-split and unsplit support is included. Download: invoke.yugin.co/download As always, let us know if you run into anything. Comment from M Bharat Bhora(@yugintech): @solal_aegis  Right ...

... everyone We just shipped the biggest Invoke update yet v0.10.16. Here's what's new and why we built it. Orchestrator Mode Ever had a task too complex for a single AI agent to handle well? We did too. Orchestrator Mode breaks your task into phases, spins up specialized sub-agents (plan, code, browser), coordinates them, and tracks progress automatically. You describe the goal it manages the rest. Available for subscribed users. Docs invoke.yugin.co/docs/modes/orchestrator_mode Built-in API Client ... ... should you need a separate app just to test your APIs? We built a full API client right into Invoke

... everyone One of the most requested things since we launched Invoke? Linux support. We get it if you're building with AI agents, chances are you're on Linux. Why should you be left out? So we made it happen. Invoke

... arrived? Curious if anyone here has an answer ----- Check out the full edition here ! Comment from Sneha Jain(@sneha_jain142): Not just food brands, colours for almost every industry are chosen based on the feelings they want to invoke in their target audience. This is why blue dominates healthcare, finance, technology, etc. (trust & security), green is used in environmental, wellness and agriculture brands (health & growth), and so on. Answering your question: My current home came with beige/cream ...

... Available on all paid plans. Code reviews now consume credits based on the model and review size. 50% credit rollover still applies unused credits carry over monthly. The Free plan is unchanged bring your own API keys and use Invoke at no cost. Pricing https://invoke.yugin.co/pricing How credits work https://invoke.yugin.co/docs/cre... Happy to answer questions in the comments. Comment from colean(@coreas): Pricing is always an area I m curious about. I m always thinking about ...

... long chat message. Just show it. Use it for: Feature roadmaps Architecture design Step-by-step implementation plans Dependency mapping Auto layout, zoom controls, minimap, and a board library to manage all your plans. Plan visually. Build with Invoke ...

... Describe what you want. Invoke's AI generates the design and shows you a live preview desktop, tablet, and mobile. Not quite right? Just tell it what to change. Tweak the layout, adjust colors, rearrange elements. Keep iterating until it looks exactly how you want. When the design feels right, hit Build . Canvas writes real, production code directly into your codebase. Not a mockup. Not a prototype. Actual code. Edit visually too select elements, drag to reposition, resize with handles ... ... double-click to edit text. Every version gets saved as a snapshot. Go back to any previous iteration anytime. Go from idea to interface to implementation without leaving Invoke

... click and Invoke creates an isolated fork of your entire project. Experiment freely try new features, refactor, break things.Your original codebase stays completely untouched. Work on both the original and the fork side by side. Test ideas without risk. When something doesn't work, just discard it. No git stash gymnastics. No "let me save this branch just in case." Build fearlessly and the best part of Sandbox? Merging. When your experiment works and you're ready to bring ... ... back just hit merge. Invoke

... thing we really focused on is workspace flexibility. Every panel in Invoke can float. AI sidebar, terminal, git, search, browser. Drag them out, resize, move them wherever you want. You can detach agents and terminals into their own windows so they keep running while you're doing something else. Split views by dragging the header. Arrange editor, terminal, and preview side by side however makes sense for what you're working on. There's also Zen Mode if you just ...

... what s next, too.) Platforms: we ve spent time with Google DeepMind, OpenAI and Microsoft in the last few weeks. Their roadmaps heavily influence the entire industry. Other builders & events : it s amazing seeing what excites people. SF vs. London is hilariously different. VCs : they see thousands of pitches. Their pattern-recognition is a cheat code if you listen carefully. Customers : sometimes you have to ignore everything above and ground yourself in what the average, non-bubble, person ... ... over GPT. The web collapses into one UI, but the utility explodes. Agents Become Brands If we end up in an app-store-for-agents world, memorability matters more than ever. The key question becomes: Which agent do you invoke

... flagship, unified system that automatically routes simple prompts down a fast path and heftier queries into its deep-thinking core. Priced at $1.25 per 1 M input tokens and $10 per 1 M output tokens. GPT-5 Thinking Invoke by typing think hard or toggling it in Plus, Pro, or Team. This engages the deeper-reasoning model for multi-step logic and complex problem solving. Same pricing as GPT-5. GPT-Thinking Pro Available to Pro and Team subscribers. Extends ... ... like button. Benchmarks, benchmarks, benchmarks Benchmarks should always be taken with a grain of salt . They are effectively a snapshot of a models capabilities under near perfect conditions. Sort of like the Big Mac you see on the ads vs

... fmerian(@fmerian): definitely ping @peduarte Comment from Mike Bracco(@bracco): @jakecrump The single biggest thing that is easy to build a habit of using dozens and dozens of times a day is for quick copyediting. Simply highlight the text, invoke Raycast, and start typing "fix g..." and it will auto-populate the Fix Grammar and Spelling AI command (requires AI add-on). Press enter to select it, and shortly it finishes drafting edits. Press enter to replace your selected text ... ... with a cleaned-up version. It's a vastly superior way to quickly copy edit compared to things like Grammarly, given the nature of the prompting approach. I just smash the keyboard and don't worry about it, then invoke

... have various small projects and home automation systems that I want to be able to invoke remotely and receive alerts from, without setting up a web server and UI. I used to use Notify17 for receiving alerts, but since this shut down I've been forced back to email, and am now looking for a solution to cover both receiving alerts and sending basic commands. These are the options I've considered already: * Pushover - Fine for receiving alerts, multiple recipients ...