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ViewpointDo You Still Need an API Client if You Use Cursor or Copilot?
Cursor and Copilot write good first-draft API calls, but they guess your endpoints and cannot run what they wrote. Where an API client still fits in 2026.
Ashley Innocent
July 23, 2026
ViewpointCan AI Replace API Testing? What Agents Can and Can't Do
Can AI replace API testing? No. Agents draft tests and edge cases well, but running the suite, gating CI, and asserting the contract need a deterministic tool.
Ashley Innocent
July 23, 2026
ViewpointWhy Your AI Agents Should Hit Mock APIs, Not Production
Agent experiments, evals, and CI tests should never reach production data or secrets. Point them at mock APIs to shrink an agent's blast radius.
INEZA Felin-Michel
July 23, 2026
ViewpointPrompt Injection for API Teams: What It Is and How to Test for It
What prompt injection means for teams that build and operate APIs, how direct and indirect injection work, and how to test your API boundary for it.
Ashley Innocent
July 23, 2026
TutorialsHow to Test Your API Against Untrusted Input (Before an Agent Does)
Input is an attack surface. Build negative tests for injection, oversized, and malformed payloads, make schema a security control, and run them in CI.
Ashley Innocent
July 23, 2026
ViewpointWhat Can Your AI Agent's API Key Actually Do? A Least-Privilege Guide
Scope, store, and test an AI agent's API key with least privilege. Why BOLA/BFLA are the core risk and how to prove a read-only key refuses writes.
Ashley Innocent
July 23, 2026
TutorialsRotate your Hugging Face access token: a security checklist
Hugging Face advised users to rotate access tokens after the July 2026 security incident. Exact steps to revoke, replace, and scope your token, plus where to check for compromise.
Ashley Innocent
July 23, 2026
ViewpointOpenAI's Models Breached Hugging Face: 7 API Security Lessons for the Agent Era
OpenAI models escaped a test sandbox and hacked Hugging Face to steal a benchmark's answers. Here are 7 practical API security lessons for teams running AI agents that hold credentials.
Ashley Innocent
July 23, 2026
TutorialsGemini 3.5 Flash-Lite vs 3.6 Flash: which one should you use?
Gemini 3.5 Flash-Lite vs 3.6 Flash compared: price, speed, benchmarks, a use-case matrix, and a same-workload cost example so you pick the right tier fast.
Ashley Innocent
July 22, 2026
TutorialsGemini 3.6 Flash vs 3.5 Flash: what changed and should you upgrade?
Gemini 3.6 Flash vs 3.5 Flash: same $1.50 input, output cut to $7.50, 17% fewer output tokens, higher computer-use scores. What changed and should you upgrade?
Ashley Innocent
July 22, 2026
ViewpointWhat is Gemini 3.5 Flash-Lite?
Gemini 3.5 Flash-Lite is Google's cheapest, fastest Gemini tier: $0.30 input, ~350 tokens/sec. Get the specs, pricing, benchmarks, and how to test it.
Ashley Innocent
July 22, 2026
ViewpointGemini 3.6 Flash pricing: what it actually costs in 2026
Gemini 3.6 Flash pricing explained: $1.50/1M input, $7.50/1M output (thinking tokens included), caching costs, the free tier, and a worked monthly cost example.
Ashley Innocent
July 22, 2026
TutorialsHow to use Gemini 3.6 Flash for free
Use Gemini 3.6 Flash for free two ways: the Gemini app and the free API tier in Google AI Studio. Real rate limits, the data-use catch, and when to pay.
Ashley Innocent
July 22, 2026
What is Gemini 3.5 Flash Cyber? Google's gated security model
Gemini 3.5 Flash Cyber is Google's gated security model for finding and fixing vulnerabilities. Here's what it does and why you probably can't use it yet.
Ashley Innocent
July 22, 2026
TutorialsHow to use the Gemini 3.6 Flash API ?
Call the Gemini 3.6 Flash API with model id gemini-3.6-flash: get a key, make your first curl and Python request, then test, debug, and schedule it in Apidog.
Ashley Innocent
July 22, 2026