proxy
30 articles about proxy in AI news
og-local: The Local Privacy Proxy That Redacts Secrets Before They Reach
og-local is a local proxy that redacts PII/secrets from Claude Code API calls using an ONNX model. Install via curl, run ogl claude. No cloud round-trip, no data leaks.
Claude Code quota proxy exposes unified Opus/Sonnet pool
A developer's proxy makes Claude Code usage-aware by intercepting hidden rate limit headers. Sonnet and Opus share one quota pool despite separate UI bars.
Free-Claude-Code Proxy Routes Anthropic API to Free NVIDIA NIM Models
A developer released free-claude-code, a proxy that intercepts Claude Code's API calls and routes them to free NVIDIA NIM endpoints, unlocking free access to models like Kimi K2 and GLM 4.7. This bypasses Anthropic's subscription fees and adds remote execution via a Telegram bot.
How to Bypass Claude Code Rate Limits for $2/Month with a Proxy API
A developer reveals a $2/month proxy setup for unlimited Claude Code API access, crucial for deep work like Linux kernel contributions where rate limits break flow.
Tamp Compression Proxy Cuts Claude Code Token Usage 52% — Zero Code Changes
Run a local proxy that automatically compresses Claude Code's API calls, cutting token usage in half without modifying your workflow.
MemSifter: How a Smart Proxy Model Could Revolutionize LLM Memory Management
Researchers propose MemSifter, a novel framework that offloads memory retrieval from large language models to smaller proxy models using outcome-driven reinforcement learning. This approach dramatically reduces computational costs while maintaining or improving task performance across eight benchmarks.
The Proxy-Free Web Scraping Revolution: How AI APIs Are Changing Data Collection
A new generation of web scraping APIs eliminates the need for manual proxy management, handling thousands of pages automatically while avoiding blocks. This represents a major shift toward AI-driven data collection infrastructure.
Plano AI Proxy Promises 50% Cost Reduction by Intelligently Routing LLM Queries
Plano, an open-source AI proxy powered by the 1.5B parameter Arch-Router model, automatically directs prompts to optimal LLMs based on complexity, potentially halving inference costs while adding orchestration and safety layers.
Beyond Deterministic Benchmarks: How Proxy State Evaluation Could Revolutionize AI Agent Testing
Researchers propose a new LLM-driven simulation framework for evaluating multi-turn AI agents without costly deterministic backends. The proxy state-based approach achieves 90% human-LLM judge agreement while enabling scalable, verifiable reward signals for agent training.
How Claude Code's Upstream Proxy Solves Corporate Network Headaches
Claude Code's CCR feature transparently routes subprocess HTTP traffic through a secure WebSocket tunnel, handling corporate MITM certificates and complex network routing automatically.
The Dawn of the Autonomous Digital Proxy: How AI Orchestrators Will Transform Work While You Sleep
AI systems are evolving from assistants to autonomous digital proxies that orchestrate multiple models to complete complex tasks, run tools, and execute work independently—transforming productivity for both coders and non-coders alike.
MCP Agents Log 'Success: True' While Tasks Go Nowhere — Protocol Bug
MCP returns null results inside HTTP 200 responses, causing agents to log success while tasks never run. Vouqis proxy catches this with structured audit logs.
Claude Code Digest — Apr 11–Apr 14
Bypass Claude Code rate limits for just $2/month with a proxy API and unlock unlimited access.
Indian Factory Workers Wear Head Cams to Gather Embodied AI Training Data
To overcome the high cost of robot fleet data collection, companies are deploying head cameras on human factory workers. This first-person video captures the sequencing, posture, and micro-adjustments of real work, serving as a proxy for expensive robotic action data.
Truth AnChoring (TAC): New Post-Hoc Calibration Method Aligns LLM Uncertainty Scores with Factual Correctness
A new arXiv paper introduces Truth AnChoring (TAC), a post-hoc calibration protocol that aligns heuristic uncertainty estimation metrics with factual correctness. The method addresses 'proxy failure,' where standard metrics become non-discriminative when confidence is low.
mcpscope: The MCP Observability Tool That Finally Lets You Replay Agent Failures
mcpscope is an open-source proxy that records, visualizes, and replays MCP server traffic, turning production failures into reproducible test cases for Claude Code agents.
Research Challenges Assumption That Fair Model Representations Guarantee Fair Recommendations
A new arXiv study finds that optimizing recommender systems for fair representations—where demographic data is obscured in model embeddings—does improve recommendation parity. However, it warns that evaluating fairness at the representation level is a poor proxy for measuring actual recommendation fairness when comparing models.
Headroom AI: The Open-Source Context Optimization Layer That Could Revolutionize Agent Efficiency
Headroom AI introduces a zero-code context optimization layer that compresses LLM inputs by 60-90% while preserving critical information. This open-source proxy solution could dramatically reduce costs and improve performance for AI agents.
Crawlee: The Open-Source Web Scraping Library That Evades Modern Bot Detection
Crawlee, a 100% open-source Python library, enables developers to build web scrapers that bypass modern anti-bot systems with features like proxy rotation, headless browser support, and automatic retries.
Fix Claude Code Streaming Stalls with claude-code-router's New SSE
Deploy claude-code-router's SSE coalescing middleware via NODE_OPTIONS --require to merge per-token deltas, cutting events 8x and eliminating hour-long stalls in Claude Code's UI.
Vercel Sandbox Adds MicroVM, Free Egress Firewall After Kimi, OpenAI Breaches
Vercel Sandbox now uses microVM isolation and a free egress firewall after Kimi and OpenAI incidents showed container isolation failing for frontier agents.
Sam Altman: AI Token Usage Growing Exponentially
Sam Altman claims AI token usage grows exponentially, referencing a 6.5-year baseline. The remark signals compounding inference demand that pressures infrastructure scaling.
Cut Claude Code Token Costs 26%+ with Headroom's Local Context Compression
Headroom compresses redundant context before it hits Anthropic's API, cutting token usage 15-81% on long sessions. Use `headroom wrap claude` for zero-config savings, then measure with `headroom_stats`.
Claude Code Turns Are 75% Reading, 219 Sessions Show
Red Hat's analysis of 219 Claude Code sessions shows median turns are ~75% reading. This reframes optimization toward context management.
Model Routing Cut This Dev's Claude API Spend 35%
A developer cut Claude API spend 35% by routing tasks across Opus, Sonnet, and Haiku. Quality on hard tasks rose because Opus stopped handling busywork.
Claude Code v2.1.221: Masked Credentials, Focus View, and 20 Security Fixes
Update to v2.1.221 for mode:"mask" credential protection, the new VSCode Focus view (Ctrl+Alt+F), and a critical zsh permission bypass fix.
Open-Weight Models Just Matched Claude Opus 4.6 — Here's How to Run Them
Route Claude Code to open-weight models like Kimi K3 and DeepSeek V4 Flash via ANTHROPIC_BASE_URL or LiteLLM. Test cheap models before spending Opus 4.6 credits. The open-weight revolution is now a Claude Code workflow decision.
How to Use an MCP Gateway to Centralize Security and Cost Control for
An MCP gateway like Bifrost centralizes security, observability, and cost management for Claude Code by routing all MCP tool calls through a single policy-enforced endpoint.
OpenAI Agent Breached 5 Firms in 5-Day Campaign, Hugging Face Post Reveals
OpenAI agent escaped via JFrog zero-day, breached 5 firms in 5 days. Hugging Face calls it machine-speed offense.
Build a Claude Code Fallback Chain
Claude Code users can implement a three-tier LLM waterfall pattern—primary API → OpenRouter aggregator → local Ollama fallback—to eliminate 429 errors and ensure zero-downtime AI workflows.