... been thinking about this while building OneLess Pomodoro . Say you set a 50-minute focus session, but stop after 32 minutes. Would you rather see: an incomplete session

... most apps have a session timeout. almost nobody knows why it's set to whatever number it's set to. ask around and you'll usually get one of three answers. 'that's just the default.' 'someone picked it a while ago and we never changed it.' or 'i think security asked for it but i'm not sure why.' session

... month Try to work out what actually consumed it Realize the answer isn't really there I want to know things like: Which project is using the most? Which model is responsible? Was it one huge session, or hundreds of smaller ones? Am I paying for long context, retries, or tool calls? Am I using an expensive model for work that didn't really need it? Which parts of my workflow are actually efficient? The annoying part is that these ... ... dashboards don't. So I'm curious what other people actually do. Just watch the usage percentage and hope? Keep a mental rule like cheap model for routine work, expensive model when it matters ? Cap yourself somehow? Start fresh sessions

... yesterday, my agent wrote a helper function the exact same one it wrote 90 minutes earlier in a file it created itself. Then it apologized. It always apologizes. The easy diagnosis is "it ran out of context". Except my session was sitting at 120K in a 200K window. Nothing overflowed. The context didn't run out it rotted. You have two budgets, not one: Hard Budget: Token limit. You notice it when the API errors out. Soft Budget: Attention quality ... ... drains silently long before you hit the limit. Chroma tested 18 models on this: every single one degraded as context grew, starting far below advertised limits. Coding sessions

... finally read the whole study instead of the headline, and the actually useful findings are different from what got shared. First, in their realistic-config lane (instruction file + several MCP servers), the "light" harness came out HEAVIER: ~90.8k vs ~75k. A 72KB instruction file alone added ~20k tokens to every request, on both harnesses. Their own conclusion: configuration, not the harness, accounts for most of the production bill. The harness sets the floor, you set the ceiling. Second ... ... cache behavior gap was way bigger than the size gap. The light harness kept its prefix byte-identical and wrote ~1,000 tokens to cache over a 5-request task. The heavy one kept rewriting its own prefix mid-session

... properly. It should work properly now. Reason: Fable's context is set to a default of 1 million by Anthropic, so it does not report any context window data. Tablo does not find a context field for fable's session and falls back to the default value of 200k. Comment from Mitul Sheth(@m1tul5): @genevieve_richards2 Thank you ! Comment from Mitul Sheth(@m1tul5): @rabnoor_s   I agree with the blank decision. The re-tracing breaks in many cases ... ... them being is that if the tab is moved or sometimes when we open the tmux session

... everyone! Launching a new feature of LangWatch today on ProductHunt, developer focussed but not just dev's anymore, so also curious what each of you think. You know what Claude Code costs per seat. But do you know which sessions burned the budget, which model did the work, or whether your cache paid off? LangWatch now tracks every Claude Code session

... retry rate; the worst had 22%. On a pipeline processing 500K requests per day, that's an extra 110K requests and the bandwidth to go with them. The "cheaper" provider ended up costing us more. 3. Session control matters for cost efficiency We found that per-request rotation on session

... retry rate; the worst had 22%. On a pipeline processing 500K requests per day, that's an extra 110K requests and the bandwidth to go with them. The "cheaper" provider ended up costing us more. 3. Session control matters for cost efficiency We found that per-request rotation on session

... expected cadence, and the second is the one we lack, because our agents are not scheduled. A human starts them, so a quiet workspace is usually a person on holiday, and alarming on that floods everyone. Inside a session it is unambiguous, and we already carry the seam. Sessions

... less flashy parts of Termi Protocol that make everyday AI-agent work more reliable. What s now live: Import SKILL.md files or complete skill packs from GitHub, npm packages and claude-code-templates commands. More reliable desktop sessions with improved recent-project behavior, safer quit/window flows, and cleaner terminal and agent panels. A fixed backer download journey: signed-out buyers are asked to sign in instead of seeing a confusing buy-again button, successful purchases lead directly to the correct ... ... Claude Code, Codex, Gemini CLI and other AI coding agents into a live 3D workspace while keeping tasks, file changes, commands and handoffs visible. If you re working with multiple agents, which part still feels most fragile: context handoff, session

... rate 12% 48% Effective input cost/day $2.90 $0.62 Output cost/day (unchanged) $7.50 $7.50 Daily total $10.40 $8.12 Wait, that is only $68/month savings on raw math. Where does the $200 come from? The bigger savings: I stay in sessions longer without hitting compaction. Before compression, long sessions

... Danny Heng(@dannyheng): @nika haha which one made the cut from my stack? PostHog is 100% worth revisiting they've shipped so much in the last year (web analytics, session replay, feature flags all in one). What does your current setup look like? Comment from Abijah Kajabika(@abijahkaj): cursor / vs

... built Argus after repeatedly getting frustrated with how opaque Claude Code sessions were there was no clear way to understand why a session

... Google Search Console. Google Analytics. Your CRM. Your email platform. Your ad manager. Each one tells a story. No two stories match. Search Console says you got 1,000 clicks from organic search. GA4 says you got 600 organic sessions. Your CRM says you got 12 leads from organic. Your finance system says 2 of those leads turned into paying customers. Which number is correct? All of them. None of them. The question is wrong. The tools are not broken ... ... measuring different things. Why they do not match Search Console measures pre click data. Impressions. Clicks. Position in search results. It knows someone clicked your link. It does not know what they did next. GA4 measures post click behavior. Sessions

... Seagull v0.4.0 is here! Our biggest update since launch, with a completely redesigned experience. New Sidebar Layout - Seagull now opens in a spacious sidebar interface with dedicated pages for Home, Sessions, Settings, Profile, and About. Don't worry, you can switch back to the classic overlay anytime. Session

... first year of building Murror, we optimized for the same metrics every other app optimizes for: daily active users, session length, screens per visit. The dashboard looked healthy. Usage was growing. We felt good about it. But something was off. Our most engaged users were not our happiest users. People who spent the most time in the app were often the ones who left the harshest feedback. Meanwhile, users who opened the app twice a week for five minutes were ... ... been measuring impact. So we ran an experiment. For one quarter, we replaced our engagement metrics with what we called "outcome metrics." Instead of tracking how long someone stayed, we tracked whether they reported feeling more clarity after a session

... credentials yet looks like this: Copy nexusai_deploy_flixty( provider: "gcp_cloud_run", environment: "PRODUCTION", name: "flixty" // optional ) If you don't supply a sessionSecret, NEXUS AI auto-generates a cryptographically secure 64-character hex secret for your Express sessions. You can also pass platform OAuth credentials and an anthropicApiKey at this stage if you have them ready. Or deploy from the CLI: bash Copy nexus deploy flixty \ --provider gcp_cloud_run \ --wait Step 3 Save your deployment credentials After ... ... successful deploy call, NEXUS AI returns: Field Description Example id Deployment UUID 7a2c91f0- sessionSecret Express session

... everyone! Quick update we just shipped v0.1.1. What's new: Multi-Tab Sessions Open multiple SSH connections in Chrome-style tabs. Switch between servers without disconnecting. Keyboard Shortcuts Cmd+T to open a new tab, Cmd+W to close. Tabs stay alive in the background. One Connection Per Tab Click an existing connection and it switches to its tab instead of opening a duplicate. 14-Day Free Trial You can now try Pluto Door for free. No credit card ... ... license key needed. Just download, enter your email, and start connecting. Bug fixes: Fixed terminal resize crash when tabs are hidden Fixed stale session

... coding CLIs to work in parallel. My favorite features are: Custom layout: Define your layout and you can drag the header to move it to wherever you like Notifications: No need to explain this, when you have multiple sessions running, you need it. Session

... platform built around the Socratic method the 2,400-year-old teaching philosophy that uses questions, not answers, to build genuine understanding. Where most AI tools give you a response and send you on your way, Socra turns every session into an interactive dialogue that challenges you to think, articulate, and truly understand what you're working through. The result? Knowledge that sticks. Thinking that improves. Understanding you actually own. It's available free on iOS and Android ... ... really understand it. True mastery comes from active engagement from being forced to articulate, question, and reconstruct ideas yourself. That's the principle Socra is built on. How Socra Works: Questions Over Answers When you open a session

... Creative work rarely happens on a 9 5 schedule. Musicians need late-night sessions. Dancers need rehearsal space on short notice. Podcasters need treated rooms without committing to long-term leases. Yet, finding a professional studio at the right time and price is often harder than it should be. This Idea Usher review looks at Studio Tonight , an on-demand studio booking platform designed to connect creative professionals with studio providers in real time. Written from a builder-to-builder ... ... fully adopted structured, real-time booking marketplaces. What Studio Tonight Actually Is Studio Tonight is a two-sided digital marketplace that allows users to: Discover nearby art, music, dance, and production studios Filter by amenities, pricing, and availability Book sessions

... transcription, FluentCap uses Instant-Apply Mode. Select text anywhere in the transcript, and the highlight is applied immediately without menu clicks. This matters because in fast environments like meetings or lectures, context menus are too slow. When reviewing past sessions in History Mode, selecting text shows a context menu with Highlight and Copy options. To remove a highlight, hover over it and click the Remove button. Highlight Collection All highlights are consolidated in a Highlights tab in the sidebar, organized ... ... session

... throw around ideas, problems statements AND find solutions to reach a conclusion. It also allows you to close decision-making loops faster, make it more interactive without wasting any time in meaningless discussions [whether at a workplace, creative design sessions OR a classroom]   The Story [Problem Statement] Ever wondered pulling in 10 people for an hours meeting just to find out you did not conclude anything - 10 people X 1 hr. = 10 hours wasted. We have a follow ... ... meeting, which again leads to waste. One more meeting to finalize = waste. Similarly, a lot of classroom sessions

... edtech, gamification, communities, or subscription products , this may be useful. Why We Built Quaha in the First Place Most learning apps don t fail because they lack features. They fail because users stop caring after the first few sessions . When the Quaha founders approached us, they had already validated demand for trivia-based learning, but they saw the same recurring issues: Learners lost motivation quickly Progress felt invisible Rewards were easy to exploit Premium content leaked through screenshots and screen ... ... without breaking UX Support offline learning for real-world usage That combination defined every decision we made. Our Core Design Philosophy Before writing code, we aligned on one principle: If learning doesn t feel rewarding within the first few sessions