ERNIE 5.5 Flash costs $0 on OpenRouter's :free endpoint, and its Base weights are free to download. Here are the limits, the licence, the setup, and how to keep your agent inside the free quota.

Ashley Innocent

November 12, 2026

ERNIE 5.5 Flash Base is open on Hugging Face. Here is the hardware it needs, Baidu's exact vLLM serve command, how to call the endpoint, and what changes when the Preview weights ship.

Ashley Innocent

November 12, 2026

The MiniMax H3-Image API generates and edits images up to about 16 MP over two endpoints. Here's the key, the request fields that matter, editing with up to 16 references, pricing, and an agent-run test with Apidog CLI.

Ashley Innocent

November 11, 2026

Qwen4-Max is in preview. Here's every way to access it today, from the Token Plan's qwen4-max-preview model ID in Claude Code to QwenWork, Qoder, the Qwen App and QwenStudio, plus how to have your agent build and test an API with it.

Ashley Innocent

November 11, 2026

llama-modchip squeezes the 284B DeepSeek V4 Flash into 56.56 GiB so it runs on a 64 GB CPU-only machine. Here are the hardware, the commands, the real quality trade-off and how your coding agent can test the local endpoint.

Ashley Innocent

November 9, 2026

Node.js 20 reached End-of-Life on April 30, 2026, and the November 11 security release skips it. See what it has missed, whether to move to 24 or 26, what breaks, and what to do if you can't migrate this week.

Ashley Innocent

November 5, 2026

ChatGPT Images 2.6 is free only inside ChatGPT, with a limit OpenAI doesn't quantify. Here's the $0 route, the GIF question, and a free sprite sheet fallback.

Ashley Innocent

November 5, 2026

Node.js shipped 26.13.1, 24.22.3 and 22.23.5 on November 11, 2026, fixing 16 CVEs. Seven are High, most in HTTP/2 and TLS, and several need no login. Here's what each one allows, who's exposed, and how to upgrade every runtime today.

Ashley Innocent

November 5, 2026

Free scanners catch vulnerable dependencies, leaked secrets and injection bugs. We ran six on a test repo, then show how to test the authorization bug they all missed.

Ashley Innocent

November 5, 2026

CVE-2026-111497 is an actively exploited Brotli decoder bug in Node.js. Check your version in two minutes, see which frameworks and HTTP clients reach the decoder, patch by install method, and apply mitigations if you can't upgrade today.

Ashley Innocent

November 5, 2026

Let AI agents use API keys without seeing them: keep key names in context and values outside, with env vars, secret references, an injecting proxy and short-lived tokens.

Ashley Innocent

November 4, 2026

GPT-6 Astra edited 0.016% of Qwen3.5-0.8B's weights with no training and lifted MATH-500 from 7.9% to 48.1%. What changed, its limits, and how to test both models.

Ashley Innocent

November 4, 2026

How to build a super-agent like DeepSeek Harness's design: a Router session, isolated Workers, event Triggers, Thread routing and a Watchdog, plus their experiment numbers.

Ashley Innocent

November 4, 2026

Use GitHub webhooks to trigger AI coding agents: verify X-Hub-Signature-256, reply 202 within 10 seconds, filter in two stages, route by thread and dedupe deliveries.

Ashley Innocent

November 4, 2026

Use the Treg people search API from Claude Code or Codex: setup, find, enrich and verify prompts, the raw HTTP calls, costs per call, and an Apidog CLI regression suite.

Ashley Innocent

November 3, 2026