... decide which one is the best for you (and no, we don't say AICF is the best for everything :D ) Guide: https://plurality.network/blogs/... Did we miss anything? Where is your AI second brain built? Comment from hira siddiqui(@hira

... Library. Hira asked here if she could read her sub-agents' work the next morning, after the session was gone. Now every report a sub-agent hands back is kept until you delete the project folder. Click the books at the top of the panel, pick a project, then a book. A book is one Claude Code session and opens as a PDF, one chapter per report. I wanted it to read like a book, not a pile ...

... have to inspect yourself? Does a summary of the tradeoffs help? A list of the risky paths? I'm trying to figure out how to configure our agent's output so my team can actually trust it. Comment from Hira Maqsood(@hira

... volume slider in Settings > Sounds, up to 125%, because the crew was too loud over a movie. Update from the About tab in the app's settings, or brew upgrade --cask agent-valley. Comment from Morse Chimwai(@morsechimwai): @hira_maqsood  Took your answer and went a bit further. 0.3.26 is out today with a Library: every report a sub-agent hands back is kept until you delete the project folder, not just ... ... sessions are listed newest first, with "2 new" in green on the ones you haven't read yet. Each session opens as a PDF book, one chapter per report. Thanks for asking for it. Comment from Morse Chimwai(@morsechimwai): @hira

... important here Employees need proper protection but businesses need enough flexibility to grow and hire the rules should support both sides instead of making it harder for startups to build and create jobs Comment from Nika(@busmark_w_nika): @hira_siddiqui1  It seems that EU is losing money on welfare, because they are gonna apply ridiculous taxes. Comment from hira

... work? Do you set a deadline or a target before you start, or just go with your gut? Have you ever stuck with something past the point you wanted to quit, and it actually paid off? Comment from Hira Maqsood(@hira

... their contents are searchable in the history too. Nothing leaves the machine, same as before. If you already have BiBimba, 1.2.0 arrives through the in-app update and is part of the one-time purchase. https://bibimba.mamama.company/ Comment from Hira Maqsood(@hira

... individual with 100s of documents and dozens of ongoing clients, is a knowledge graph really the right abstraction? What "context abstraction" would you want if you are working with agents day-in day-out? Comment from Arnold Oshenye(@oshylabs): @hira_siddiqui1  The brightness by recency idea is the right instinct but the part that will actually get argued over in your meeting is what counts as recent. Timestamp of last edit and timestamp of last confirmed still true ... ... memory was still true would have. Have you tried a freshness or confidence score on each memory instead of a graph relation, or does that just move the junk drawer into another field nobody fills in? Comment from hira

... builder, it keeps the page honest. Comment from Nika(@busmark_w_nika): @yelyzaveta_kibets  So, for example, something like: You could possibly be restricted 12 times per this week? :D Or do you mean something else? Comment from hira siddiqui(@hira

... revenue? (if yes, what amount?) Comment from Nika(@busmark_w_nika): @serdarships  For sure, I tried to implement a particular form when people click "upgrade"  i can seee how many are open to pay. :D Comment from hira siddiqui(@hira

... coming in every week - proving that context management is a growing pain for AI users.  If you are also frequently repeating context to different AIs, try AI Context Flow and make your life a little easier. Comment from hira siddiqui(@hira

... Nika(@busmark_w_nika): @richatsealedvault  Yes, it is possible, tho recommended major features / updates :) Comment from Nika(@busmark_w_nika): @drcreatium   @maria_wall_ball   @ridhwikvinod   @anisha_agarwalla  When is the next launch? :) Comment from hira siddiqui(@hira

... When it comes to AI Memory, everyone's arguing "RAG vs. grep" like it's a religious war. It's not. It's just a cost curve. I've gotten this question so many times that I thought I'd just share my thoughts. So here goes: Vector search wins when your corpus is massive, messy, and unstructured. Thousands of docs, no clean boundaries, meaning matters more than exact words. Filesystem plus grep wins when your corpus is structured ... ... scale (Einstein at Salesforce, among others) like the index is also a permission boundary. Is access control baked into AICF's markdown layer, the retrieval layer, or separate? Comment from Ghost Kitty(@ghost-kitty-9822291): Comment Deleted Comment from hira

... spend time learning and setting it up myself. But I also agree that for most people, especially non-technical users, "clone this repo and maintain a VM" is already too much. They just want it to work. Comment from hira siddiqui(@hira

... spent the last week doing the heavy lifting of researching the best prompts across LinkedIn and Reddit and testing them for marketing, social media, strategy, and image generation to see what actually works versus what s just hype. And today we're re-launching the Public Prompt Library . A collection of 200+ quality, ready-to-use prompts What s inside: - Marketing & Social Media templates - Startup prompts - Content creation prompts - Image generation prompts - Thumbnail prompts - Agent prompts - Claude prompts ... ... more prompts Check it out and let me know your thoughts! Comment from Riya Pariyar(@riya_pariyar): just signed up, congrats on the relaunch! Comment from Ilai Szpiezak(@ilaiszp): @hira

... getting. This is another step toward that. If you've tried AI Context Flow, we'd love to hear what you think. Drop a comment or leave us a review on the Chrome Store https://chromewebstore.google.co... Comment from hira siddiqui(@hira

... ChatGPT, Claude, Gemini, or something that doesn't exist yet. One memory for all AI . That's the product that needs to be built. And that's exactly why we are building it. Are you in? #AIContextFlow Comment from hira siddiqui(@hira

... leverage that actually moves the needle. 2-min overview: Lifetime deal on AppSumo until June 20: https://appsumo.8odi.net/m4n0da What does your current AI context workflow actually look like? Share your hacks below! Comment from hira siddiqui(@hira

... this that we haven't thought of yet? Lifetime deal live on AppSumo until June 20: https://appsumo.8odi.net/m4n0da Happy to answer anything, treat this as an ongoing thread for the next 2 weeks. Comment from Ivica Delic(@ivicad): @hira_siddiqui1  Thank you for your response. I'm not sure which specific browser extensions you are using, but if it supports MCP connection, this should work. I was asking for Claude Chrome and Perplexity Comet browser extensions ... ... hundreds saved & sorted in Raindrop. Pulling those in searchable context would help a lot. I'll be watching how the sync holds up over a few weeks before I commit. Comment from Ivica Delic(@ivicad): @hira

... None of these are bugs. They're what happens when memory is append-only and nobody's pruning it. The right model: . Every update is a commit. You can diff what it knows now vs. six months ago, roll back a wrong inference, audit what changed after a bad interaction. "The AI knows me" should mean something specific and inspectable, not something you have to trust on faith. Versioned memory isn't a nice ... ... building these days at AI Context Flow: version history for your memories, viewable, inspectable, and rollback-ready. Coming soon. Have you ever inspected your memories in your tools? Do you feel this problem? I'm all ears! Comment from hira

... changed, and is it still operating within the boundaries we intended? Maybe AI governance is just the system that helps us answer those questions with confidence. How would you explain AI governance to a non-technical founder? Comment from hira siddiqui(@hira

... people who think the only valid customers are tech-savvy early adopters. Most people just want someone to translate the tech into plain English. That's a massive market that's barely been touched. Comment from Vasileios Tsipas(@vasileiost): @hira_siddiqui1  You never know how many are whiling to pay until you actually get the money. For my experience many will say interesting, many will like, comment or whatever in social, some will try it also, but once ... ... people are willing to pay is to build and sell something already existing in the market so you use them as reference, like is says tools etc. But then you have other problems coming Comment from Vasileios Tsipas(@vasileiost): @hira

... needed for one specific task and permanently locks it in as your "fixed personal trait," ruining future chats. To show you exactly how we're solving this, we are hosting a live product demo next Thursday. Our co-creator Hira Siddiqui is going to open up the hood and show you exactly how to manage fluid, multi-project context in Memory Studio and how we use MCP (Model Context Protocol) to pipe that context automatically into Claude, Claude Code ...

... early-stage products offer lifetime deals to a community of power users who love finding the next great tool. We had no idea how the market would react. Would anyone actually buy into this? The doubts were real. But Hira, our CEO, saw it more as a rare chance to get brutally honest feedback from a completely new audience. In the first week alone, we sold 90 lifetime deals. More importantly, the feedback was substantive. Users told us what ... ... stopping here. We're taking every piece of feedback seriously and folding it into what comes next. Get lifetime access before it's gone Join the users already building their personal memory layer. Grab the lifetime deal Comment from hira

... still want us to build next? Comment from Yuze (@yuze_li09): Been using multiple AI agents, and having this tool really helped me with consist context and memory. Comment from Ghost Kitty(@ghost-kitty-9632161): Comment Deleted Comment from hira siddiqui(@hira