... local API bridge debugging. When bridge mode is enabled, you can open a live recorder from the connection popup and inspect the original request body, bridge request body, upstream response body, and bridge response body. Improved local bridge proxy bypass for Codex launches, including local NO_PROXY

... part that's hard to get right. Comment from M. M. Carvalho(@m_m_carvalho): @oshylabs  Did exactly what you said. Coverage is the headline now , reply speed moved to the side, and I added a simple question vs. non-question split with its own "questions answered" number. So the lazy pattern you described reply to every "congrats", skip the real questions now actually shows up, because that number drops even when the overall one looks fine. Right ... ... substantive column right next to coverage, on the same denominator so the gap is impossible to miss. It uses exactly the crude signals you named: whether the reply carries a link or a number, and its length versus

... assistant message. The filename is on the line before the fence, not inside it. Cline and Continue use proper tool calls. A response from some backends carries both. The adapter we shipped this week (`openai_ chat.py ` in the LineageLens proxy) handles all three patterns: tool-call edits, text-content edits (Aider SEARCH/REPLACE, unified diffs, fenced blocks), and mixed responses where both appear together. It covers Aider, Cline, Continue, Copilot CLI, Goose, Windsurf, and any OpenAI-compatible backend Azure, groq, fireworks ... ... mistral, together.ai . The hardest design decision was not the parsing. It was fail-open vs

... Product Hunt I m Khalid. I m 18, a Nigerian student studying in Shenyang, and for the past while I ve been building a social app called ProxyWorld completely on my own the iOS app, the backend, real-time chat, voice messages, video, all of it. No team, no funding, just me learning each piece as I go. ProxyWorld

... building OpenClaw LLM Proxy and would love early feedback. It's a drop-in OpenAI API replacement that scans every prompt and response for PII (SSN, credit cards, API keys) and injection attacks before they reach the provider. Block, redact, or log. We built it because most LLM proxy

... 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 ... ... cannot detect whether the model exceeded its scope. You cannot spot prompt injection in an agentic session. All of those failure modes require the prompt to be visible.The practical consequence: if you run only the extension without the proxy

... almost nobody asks how confident they are in those records. There are two very different things you can have. Record A : a file-watcher noticed 47 lines appeared in auth.py and Cursor was probably running. Record B :a proxy intercepted the Anthropic API call, matched it to the editor insertion via request UUID, measured 1.4 seconds between the API response and thecode appearing, and computed 0.81 trigram similarity between the model output and what landed in the file. Both produce ... ... your audit database. The second is dramatically more defensible but most governance tooling treats them identically. In LineageLens , every record gets a confidence score from 0.0 to 1.0, broken into five independent evidence signals. Easy Mode captures (VS

... Honestly, this is something I ve wanted for a long time. Manually checking local search rankings with VPNs, proxies, or browser location changes gets tedious really fast especially when you re tracking multiple cities for local SEO campaigns. One thing I m curious about is how accurate city-level SERP simulation actually is compared to physically searching from that location. In some markets, rankings seem to vary a lot even between nearby neighborhoods. A few things I d personally love ... ... tools like this: mobile vs

... oneinfer-edge (fully open-sourced) Currently we have given support to OpenCode, KiloCode, OpenClaw, and Codex, most of you already have used at some point. No plugin. No config file. No IDE restart. You click ONEINFER, a local proxy intercepts your copilot's requests, translates the format, routes to your self hosted model, and returns the response. Your IDE doesn't know anything changed. The proxy

... predictable. What changed: - Added Volcengine / Ark support, with separate profile plans for Ark API, OpenAI-compatible 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 ... ... paths with spaces - Polished Settings layout and Chinese translations The bigger goal is to keep VibeAround predictable when you run multiple coding agents across different providers, proxies

... Solo founder launch tomorrow MCPSpend is the cost-attribution layer for AI agent tooling. If you use Cursor, Claude Desktop, Windsurf, or VS Code with MCP servers (filesystem, GitHub, Playwright, Figma-remote, anything), MCPSpend tracks every tool call: cost, latency, tokens, success/fail. Install is one command, auto-detects every MCP client on your machine: npx --yes @mcpspend/proxy@latest init --key mcps_live_xxx Free tier: 25k calls/month, no credit card Pro: $29/mo (or $290/yr 2 months free) Open source proxy

... wanted to share an open-source project called ProxyFace . If you're interacting with LLMs and want a more engaging experience, this adds a real-time, pixel-art avatar that reacts to the AI's output with actual emotions and it runs entirely on your own machine. Your AI now has a face, voice, and ears, but with zero telemetry and zero cloud dependencies for inference. What makes it special: 100% Local Emotion Brain: Runs a highly optimized 4MB TinyBERT ...

... bottom of the timeline. Per-track volume, stereo pan, and solo/mute all wired into the Web Audio graph with live AnalyserNode peak and RMS metering. Master levels are measured too. Changes apply in real time during playback. Proxy Editing High-res footage (>1080p) can now generate lower-resolution proxy

... ProductHunt community , as a developer and founder of a small cross-border team, I ve struggled with IP proxy headaches for months unreliable IPs, frequent bans, complicated integrations, and unclear compliance. That s why we built Fluxisp a simple, high-quality IP proxy

... Most security tools scan code after it's written. Cencurity stops insecure code as it's generated. Real-time security for AI-generated code. Cencurity runs as a proxy between your IDE and LLM, analyzing outputs and blocking risky patterns before they are used. Works with OpenAI, Claude, Gemini, and more Test and verify your security protection instantly Detects and blocks risky code in real-time A lightweight proxy

... Anthropic said it uncovered industrial-scale efforts by Chinese Labs ( @DeepSeek , Moonshot and @MiniMax-M2.5 ) to extract capabilities from its Claude models via distillation. According to Anthropic, the campaigns involved: 16M+ exchanges ~24,000 fraudulent accounts Proxy networks to bypass regional restrictions Targeted extraction of reasoning, coding and tool-use abilities Distillation is a common technique for training smaller models from larger ones. The controversy here is using a competitor

... working on the next update for Proximity Lock , and I want to sanity-check the direction with the PH community. Right now, the product is mainly used by technical users who are comfortable installing and configuring things themselves. But after talking to a few early users, one pattern stood out: Non-technical users like the idea , but hesitate because setup feels too technical. So the next update I m planning is a simple tray app : Runs quietly in the system ... ... tray Minimal UI (lock / unlock / status only) No setup screens, no configuration overload Works out-of-the-box for everyday users The goal is to make Proximity

... today we re rolling out configurable proxies for API-based execution in BrowserBook . One of the most common reasons browser automations fail in production is bot detection. Captchas, IP reputation issues, geo restrictions, and rate limits can derail even solid Playwright workflows once you start running them at scale. This update gives you explicit control over how your automations run in production. What s new: Configurable proxy

... data services, differentiates itself from other popular IP geolocation providers. Overview of IPnews IPnews is a trusted provider specializing in precise IP address data services. It offers a wide array of features such as IP location tracking, risk assessment, proxy detection, and ASN (Autonomous System Number) lookup. With its dynamic data updates and a focus on delivering actionable insights, IPnews is designed to help businesses and individuals make data-driven decisions. Key Features of IPnews Precise IP Location Data IPnews ... ... Unlike some geolocation services, IPnews incorporates advanced threat intelligence capabilities. By assessing the risk associated with each IP address, businesses can flag potential threats, such as fraud or malicious activity, based on the IP's characteristics and historical behavior. Proxy

... Proximity community Quick update from the builder side Proximity

... Grateful to see Proximity Lock System featured by Tom D rr (149k+ followers on X) It s encouraging to see a CLI-focused, security-first open-source tool resonate beyond Product Hunt. Sharing the post here for anyone interested in the broader discussion: https://x.com/tom_doerr/status/2... Thanks to everyone on Product Hunt who supported the launch, the feedback has been genuinely helpful. Giithub : https://github.com/Akarshjha03/P... ...

... launching a new product called WeProxies and wanted to share it here with the community. WeProxies provides affordable residential proxies built specifically for social media agencies, professionals, and e-commerce brands that need stable IPs without enterprise pricing or complex setups. We support both static and rotating sessions, simple gateway access, and global geo-targeting. To celebrate the launch, we re offering free test traffic for the Product Hunt community so you can try the service before committing ... ... have questions or want access, feel free to reach out to us directly on Discord we re happy to help and answer anything. Would love to hear your feedback or experiences with proxies

... models, but when it comes to long-term interaction with a human, they re basically goldfish. Today, I m excited to share something I ve been building to fix that: GetProfile is now open source a drop-in LLM proxy that gives your AI agents user profiles and long-term memory. It s Apache-2.0 licensed, self-hostable, and designed to slot into existing OpenAI-style stacks with minimal changes. Why another memory layer ? A lot of smart people ... ... other words: I wanted something that looked less like a blob of text and more like a structured, typed profile that evolves over time. So I pivoted GetProfile AI to become exactly that. From profiling API to LLM proxy

... Your computer should never feel uncertain about what it s protecting. With v2.1.0 , Proximity Lock System now gives you clear visibility into: Which device is configured When it was last detected Whether monitoring is actively working What s New Instant device visibility at startup See the last configured device immediately when the CLI launches. Last ... ... Seen detection tracking Know exactly when your device was last in range in real time. Human-readable status output No logs, no guessing just clear system state. Why It Matters Security tools shouldn t be black boxes. This update makes proximity

... actually want to build scrapers. They want fresh, reliable data: marketplace prices, product reviews, real-estate listings, local business leads, content ideas for YouTube or Telegram, and datasets for AI models. The painful part is everything in between proxies, captchas, changing HTML, and keeping dozens of scripts alive in production. Webbee-AI turns all of that into a catalog of cloud robots you can run from your browser. What Webbee-AI is today Webbee-AI is a cloud platform with ... ... from the target site. Run in the cloud robots handle blocks, captchas and layout changes for you. Export structured data to Excel, CSV, JSON, Google Sheets or pull it via API. No local installs, no servers to maintain, no proxy