Contracts: one API, four audiences
Partners, internal teams, the public, and agents all need different views of the same endpoints. Contracts make that explicit.
Elva Blog6 min read
API
394 stories
Perplexity ships Sonar and gpt-5.1 to self-hosted Future AGI, plus polish across Evals, Observe, and Platform
Straight from Perplexity. The team sent a PR into the open-source Future AGI repo with first-party support for every current Perplexity model on self-host.
Future AGI Blog11 min read
Announcing Microsoft Web IQ
AI applications are only as good as the information they reason from. Without fresh, high-quality web data, they are less dependable. Today, Microsoft is launching Web IQ: a suite of AI-native grounding APIs built for the agentic era, connecting AI systems and agents to current, real-world…
Bing Chat Blog8 min read
Google CalDAV vs Calendar API: Which Should You Use?
Does Google Calendar support CalDAV? Yes. Compare Google CalDAV with the Calendar API, including sync, OAuth, event data, and multi-provider tradeoffs.
hora Calendar Blog11 min read
10 Ways To Reduce Your LLM API Costs
Your AI app is live and the inference bill is eating your margins. Here are 10 practical ways to cut LLM costs without hurting output quality.
manifest.build Blog7 min read
Most AI agents are using the slowest possible API
Browser automation made agents useful on the web, but it can add latency and parsing work when the same structured data is available directly.
Hermai Brand API Blog5 min read
Google Calendar API in Swift: The Package I Missed
I hand-built a Google Calendar API client in Swift, then migrated hora to Google's GTLR library. See the code, tradeoffs, and rate-limit lessons.
hora Calendar Blog10 min read
How to Store Your API Key Securely When Running Coding Agents on a VPS
Three levels of API key security for coding agents on a VPS: env vars, restricted .env files, and secrets managers like bws or Doppler.
Grass Blog9 min readPincer-MCP proxy tokens: keep real API keys out of agent memory while preserving MCP tool access
Agents often need credentials to be useful. They also read files, execute tools, and ingest untrusted content. That combination makes plaintext API keys in .env files, shell profiles, and agent config a poor default. Pincer-MCP takes a proxy-token approach: the agent receives a limited token, while
Grass Blog4 min read
AWS VPC Edge 라우팅 가이드 1편: 외부 트래픽을 어떤 진입점으로 받을 것인가? — ALB, NLB, API Gateway, CloudFront, Global Accelerator 의사결정 트리
AWS에서 인터넷 트래픽을 VPC로 받을 때 후보가 5개나 된다. 각 진입점이 어느 OSI 계층에서 동작하는지, 어떤 결정 변수가 선택을 가르는지, 그리고 흔한 안티패턴까지. 결정 트리 한 장으로 끝내는 실무 가이드. AWS 네트워크 서비스 블록 시리즈 1편.
Novi Notes Blog23 min read
Where to Store API Keys Locally — Developer Decision Tree
Where should API keys live on a dev machine? .env files, OS keychains, password managers, project vaults — a decision tree that picks the right one.
Operations Blog2 min readAPI-First vs Scraping: A Reliability Engineering Perspective
Compare API-first and scraping architectures through reliability engineering — uptime SLAs, schema stability, data freshness, and production failure modes.
ZooData Blog8 min readFirecrawl vs Building Your Own Crawler: A Practical Comparison for 2026
Compare Firecrawl's managed scraping against custom-built crawlers — cost, maintenance, reliability, and when a structured API is the better choice.
ZooData Blog7 min read
AI chat is open to everyone, with images, models and a public API
Notra's AI chat is now open to everyone, with persistent chat sessions, image attachments, a public Chats API and external channel support for Discord and Slack.
Notra Blog4 min read
Brief degradation in budget-related API functionality
The brief degradation affecting budget-related API functionality has been resolved. The issue was caused by an upstream code change and affected requests relying on budget evaluation or enforcement. Core API routing remained available throughout, and Logs were not affected.
OpenAI Downtime Monitor Blog1 min readEvals Revamp, Experiment V2, Observe Revamp, and Error Feed
130+ ready-made evals that pull live web data and call your tools for scoring. Agent-level experiments. Plain-English Observe filters. Clustered errors.
Future AGI Blog13 min readBest Amazon Product Research APIs in 2026: A Developer's Guide
Compare the top Amazon product research APIs for developers and AI agents in 2026 — data depth, pricing, and agent compatibility.
ZooData Blog7 min read
Turn Off OpenClaw Dreaming: The Sleep Feature Burning Your API Budget
OpenClaw's dreaming feature runs at 3 AM and can burn hundreds of dollars a month. Here's what it does, why it breaks, and the exact config to turn it off.
TryOpenClaw Blog8 min read
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