... project's wrapped and it's too late to invoice for it. What MarginFlow does: - Connects to Gmail (read-only it never sends anything on your behalf) - Reads your signed contract (PDF/Word/text) to understand what's actually in scope - Watches incoming client emails and flags anything that's outside the agreed deliverables with evidence, not guesswork - Auto-drafts a change-order email so you don't have to have the awkward "that's extra" conversation from scratch Why I built ... ... freelance/contract dev work myself, and scope

... felt unnecessary in the moment each piece solved a real problem I noticed while testing. But looking back, the "simple tool" idea and the finished thing are pretty different. For those who've built something similar: did your project scope creep in a similar way? At what point did you decide "okay, this is done" vs

... Next.js 15 (App Router) Mobile: Expo sharing the same tRPC API API: tRPC v11 for end-to-end type safety Database & ORM: Postgres (Neon/Supabase) + Drizzle ORM Auth: Better Auth handling email/password and Google Sign-in with incremental OAuth scopes AI: Anthropic Claude (Sonnet) powering the Daily Review agent What s Working Right Now Multi-Platform Support: Web and mobile CRUD clients are fully live sharing a unified tRPC backend. Agentic Loop: A tool-calling Daily Review agent prioritizes tasks ... ... retains user memory/preferences across runs. Google Calendar Sync: Automatically ingests calendar events as actionable tasks using incremental OAuth scopes

... launched a booking tool for day-rate freelancers this morning and got a comment I haven't stopped thinking about: "The friction is never the calendar; it's locking scope and terms before anyone starts working." Fair challenge. What I built assumes scope

... worth the friction. Multiply that by a year and it's apparently real money left on the table . I'm trying to figure out if this is worth building into an actual product something that reads your signed scope of work, watches new client emails (read-only, nothing sent automatically) , and flags requests that fall outside the contract, with a suggested charge and a drafted change-order email you review before sending. Before I put real time into this ... ... want to sanity check it with people who've actually run agencies or dealt with scope

... changed". A security tool that cannot tell you the difference between "I looked and it is fine" and "I had nothing to look at" is worse than one that admits it. The same reasoning made the checks needing admin scope fail open but still name themselves: "deploy keys (the token lacks the scope

... site and the day, with no session anywhere in the key, so every session and every restart draws down the same number and the trip fires once under concurrency. Resource scoped, actor blind, enforced server side. It still only caps, because it counts after the spend lands. Scope

... that often slips past human review: Silent Context Leakage in AI-Generated State Management . When prompting an AI agent to continuously iterate on asynchronous functions or complex state pipelines, it frequently re-uses existing variable names or merges outer-scope context into asynchronous closures without explicit cleanup. Why it's hard to catch: No syntax or runtime errors: The code runs smoothly without crashing. Intermittent behavior: Race conditions occur only under heavy load or specific execution timings, making standard tests ... ... pass consistently. Superficial logic check: To a human reading the code casually, the flow looks clean, modern, and perfectly idiomatic. How to prevent it: Always force your AI agent to explicitly audit memory scopes

... generation or not, AI computation still consumes energy. Reducing unnecessary review, rewriting, and repeated correction can reduce wasted computation good for efficiency, and potentially better for the planet even when it does not directly affect your wallet. 1. Make scoped edits without manually changing your code Nodarama Verbatim lets you apply narrow, targeted edits without manually locating and changing the code yourself. This is especially helpful for founders and developers without a traditional coding background. The usual choices ... ... review and rewrite while also limiting code drift and unintended changes elsewhere in the project. 3. Share only the project context AI needs Verbatim provides several ways to share project information more precisely. The editor makes it easy to scope

... layer one so an old key buried in history isn't readable by another process, MCP client, or synced backup without it. fail closed -- passphrase absent > the store refuses to open, never a silent fallback to plaintext. scope gating: per client. MCP access is by scoped

... knowing while you think:  - You describe it in plain English. If the prompt is vague, it plans the architecture for you first, so you don't need to know the file structure or the manifest.  - Permissions are scoped to what the feature actually needs, and it flags permissions that are declared but never used, so you go to review lean.  - It handles the whole last mile too: store listing, permission justifications, privacy disclosures, and publishing directly ... ... category, or is it better suited to well-defined DOM structure/plumbing tasks like the messaging example above? and permissions-wise, something that needs to read every page you check out on is a pretty broad ask, curious how the scoping

... reliability round: Auth errors now name the fix. An expired or revoked token says so and points at the regenerate URL if it came from $GITHUB_TOKEN, or gh auth refresh if it came from the gh CLI. Under-scoped tokens name the exact scopes

... infrastructure See findings and testing progress in real time Communicate directly with security researchers Request retesting without starting a new engagement Generate compliance-ready reports Use purchased hours throughout the year instead of committing to a fixed one-time scope Our goal is to make offensive security easier to access for SaaS companies, fintech teams, and growing technology businesses. We re currently offering selected teams a complimentary 10-hour security assessment with no obligation. The idea is simple ... ... quality of our work, and help identify meaningful risks before asking for a larger commitment. I d genuinely appreciate feedback from founders and product teams: What is the biggest challenge you face when arranging security testing cost, trust, scoping

... When I notice a project dragging, my reflex is always to cut scope. Trim the feature down, ship the smaller version, get something out the door instead of polishing the grand plan forever. And usually that's the right call. Most of the time I was building more than the problem actually needed, and cutting it loose feels great. But every so often scope

... findings and the attestation letter have a named, qualified tester behind them. That matters because SOC 2, ISO 27001, and enterprise procurement require a human assessor. Fixed price. No discovery call to get a proposal. Scoping form takes two minutes, you get a proposal in 24 hours. Who it's for Founders heading into fundraising or an enterprise sales cycle. Teams starting SOC 2 or ISO 27001. Anyone who shipped an LLM feature and hasn't had it tested ... ... someone whose job is to break it. Scope

... teams that ship fixed-price, outcome-based software in a fraction of traditional timelines. But "faster" is easy to claim. Harder to verify before you sign a contract. The AI Velocity Pod Calculator lets you input your actual project scope feature set, compliance requirements, team structure and get a transparent, side-by-side breakdown of: Estimated timeline (traditional agency vs

... embed the full Basedash app inside your own product, you can now tailor what your users see with two new URL params: hide_chat and hide_dashboards. Hide the chat experience, hide the dashboards section, or hide both to scope the embed down to exactly the surface you want to expose. Basedash automatically lands embedded users on the first feature that s still visible, and your choices carry through as users navigate inside the embed so there are no dead ... ... filter dropdowns return their choices, so viewers of a shared dashboard can actually pick a value and filter instead of staring at an empty menu. We did this without loosening anything: Basedash only ever resolves dropdowns for the in-scope

... definitions: reusable snippets across your queries You can now create SQL definitions scoped to a database connection versioned, named SQL snippets that you can reference inline in any query with {{ definition("name") }}. Definitions get their own home in the Data page sidebar where you can create, edit, describe, and preview them, and the expansion is applied both for human-run queries and for queries the chat agent runs on your behalf. The chat agent understands definitions too, so when ... ... from groups You can give a group its own AI context, and it now flows into chat, chart-editing, and automation agents whenever a member of that group is interacting. If different teams think about your data differently engineering versus

... Something I built led to a design decision I want to get feedback on. LineageLens is a free VS Code extension that captures every AI code insertion and scores it for risk on a 0 100 scale. Works with Cursor, Copilot, ClaudeCode, Gemini CLI. Zero config on install just start using your AI tools and your insertions start showing up in the sidebar. The scoring is deterministic rules: +28 for credential-like material, +24 for eval/exec patterns, +22 for subprocess ... ... adds +24 to the risk score. Same weight as detecting an eval() call. The reasoning was that a code record without a prompt is less auditable. You cannot reconstruct developer intent. You cannot detect whether the model exceeded its scope

... source: Case 1 external file. If CSS is loaded via <link>, the sheet has sheet.href like http://localhost:5173/src/styles... . We can extract the path from this URL. Case 2 <style> tag. SCSS, CSS Modules, Vue scoped Vite compiles them and injects them as <style> tags in <head>. These have href = null. But Vite adds a data-vite-dev-id attribute with the absolute path to the source: <style type="text/css" data ... ... value is set via element.style .setProperty() an inline style that's always visible, not just on hover. This is a dev-mode compromise: you can see what the value will look like, even without the pseudo-class condition. Vue scoped

... your thread is about. Comment from Elias(@elias_motionfy): @aadilghani  Declared. Inferred loses. The inference model relies on the agent correctly predicting what its own scope should be, which is exactly the prediction that fails whenever drift happens. An agent that under-scopes

... Chat, OpenAI-compatible Completions, and Anthropic Messages - Reworked provider setup so you choose the API/plan type first, then configure model and credentials - Moved proxy behavior to the provider profile level, separate from API bridge - Made MCP and skills project-scoped instead of broad global installs - Added Settings toggles for MCP/skill auto-install and cleanup actions for legacy global installs - Fixed Windows launch handling for paths with spaces - Polished Settings layout and Chinese translations The bigger goal is to keep VibeAround ...

... same thread for continuity. If your build exposes a control, ask the assistant to  forget  sensitive details you do not want retained. Start a  New chat  when you want a  clean memory scope  (separate from chat history stored in IndexedDB). Privacy note:  Memory sits in the broader assistant data picture. See what leaves the device vs

... summarizing a page, or searching your history. Those can proceed without the same gate. How to stay safe: Read the summary in the modal carefully.  Cancel  is always safe. Hit  Confirm  only if the listed scope matches what you meant. If you are unsure, narrow the request in chat (for example: close only the tab titled ). This pairs with  plain-English browser control : you describe goals in natural language, Oasis picks browser tools, and destructive ... ... kahana.io/docs/plain-english-browser-control  |  https://kahana.io/docs/split-vie...  |  https://kahana.io/docs/busy-stre... Questions we would love your take on: What deserves a modal Should close all tabs except pinned always confirm? What else belongs on the destructive list? Friction vs

... review, or a FINRA examination, you know the pain: engineers write the code, compliance officers need to understand it, and the gap between those two worlds is expensive. We built compliancedoc to close that gap a VS Code extension that analyzes your selected code against 7 major financial compliance frameworks and generates audit-ready output in seconds. What it does: Explain Plain-English breakdowns of what your code does, what data it touches, and what compliance risk it surfaces. Written ... ... compliance reviews Compliance teams who need to evaluate code without reading every line Engineering leads building audit evidence packages for regulators Free tier gets you 10 operations/month across all features. Pro is unlimited, with custom personal rules you can scope