ZeroLabs

ZeroLabs — AI agents, infrastructure, and technical guides

AI agents, infrastructure, and the tools to build with them.

by Jimmy G — ZeroShot Studio

Public MCP Active • Connect Claude, Cursor & Agents→

Latest — Page 7

270 posts
Resources

How to Measure and Debug Cache Hit Rates

Fix 'cache_read_input_tokens always 0'. Debug cache misses, inspect response usage objects, and structure prompts for 90%+ cache hit rates.

|14 min read
Resources

How to Configure Prompt Caching Breakpoints

Fix prompt caching not working in Claude. Learn why cache_creation_input_tokens returns 0 and configure ephemeral breakpoints above token minimums.

|11 min read
Resources

How to Handle Stop Reasons & Token Truncation

Fix Claude responses cut off mid-sentence and JSON truncation. Detect stop_reason: max_tokens and implement automated continuation loops.

|11 min read
Resources

How to Implement SSE Streaming with Claude

Fix buffered streams and 'TypeError: Stream object is not async iterable'. Stream Claude token deltas in real-time with Python and TypeScript SSE handlers.

|13 min read
Resources

How to Structure Messages API Requests and Roles

Resolve 'messages: roles must alternate between user and assistant' (HTTP 400). Structure multi-turn roles, system prompts, and message payloads correctly.

|10 min read
Resources

How to Test Claude API & Models Endpoint

Fix Anthropic APIConnectionError and timeout issues. Probe api.anthropic.com/v1/models using bash cURL, Python, and TypeScript health checks.

|8 min read
Resources

How to Manage Anthropic API Keys & Env Variables

Resolve 'AuthenticationError: Error code: 401 invalid x-api-key'. Manage ANTHROPIC_API_KEY across .env files, Docker secrets, and isolated processes.

|9 min read
Resources

How to Set Up Anthropic Python & TypeScript SDKs

Fix 'ModuleNotFoundError: No module named anthropic' and TypeScript import errors. Step-by-step installation, venv isolation, and SDK verification probes.

|9 min read
Industry News

How workers are unlocking new ways of working

New OpenAI Economic Research shows how workers use AI to do tasks outside their typical occupation and which new tasks they build into their workflow.

|4 min read
Industry News

Our framework for reporting model misalignment

OpenAI News announced Our framework for reporting model misalignment, detailing new capabilities and developer workflow enhancements.

|4 min read
AI Workflows

Pricing per 1M tokens (USD)

Implement spend caps, model cascades, and caching layers to prevent runaway LLM inference billing and enforce strict token budgets for small teams.

|11 min read
Industry News

New insights from Google’s AI & Economy ATLAS

Google AI published details on New insights from Google’s AI & Economy ATLAS, outlining product capabilities and workflow integration.

|4 min read
Industry News

4 Ways to Tackle Household Chores with Gemini

Google outlined four practical domestic workflows for Gemini, demonstrating how live camera vision and receipt parsing simplify everyday tasks.

|4 min read
AI Workflows

Deploying Your First AI Project

A practical guide for vibe coders to take an AI project from local localhost to production without breaking secrets, budgets, or server uptime.

|11 min read
AI Workflows

Secrets, API Keys, and Rate Limits on Day One

Ship the first AI project without leaking keys. Store secrets outside the repo, rotate them, and set rate limits before a retry loop burns the quota.

|14 min read
Hardware

iPhone Duo Foldable Silicon Meets Siri

Apple unveiled the iPhone Duo, pairing a 7.6-inch foldable display and 2nm A20 Pro silicon with a rebuilt Siri AI engine powered by Google Gemini.

|11 min read
Hardware

Raspberry Pi AI Camera: Sony IMX500 On-Sensor Neural Compute

A maker breakdown of the Raspberry Pi AI Camera. Sony IMX500 stacked sensor with on-chip tensor compute, RP2040 coprocessor, and zero-overhead edge vision.

|7 min read
Hardware

Sipeed MaixCAM RISC-V Handheld with NPU

A hands-on review of Sipeed MaixCAM. Sub-$30 Sophgo SG2002 RISC-V compute, 1 TOPS NPU, 2.3-inch touchscreen, and rapid Python edge vision deployments.

|6 min read
Showing 109–126 of 270 posts