📰 Dev.to · tokenmixai
17 articles · Updated every 3 hours · View all reads
All
Articles 76,479Blog Posts 102,397Tech Tutorials 18,629Research Papers 16,244News 13,230
⚡ AI Lessons

Dev.to · tokenmixai
6d ago
GPT-5.6 Is Real (a Codex Log Says So) — Everything Else Is Made Up
OpenAI hasn't announced GPT-5.6. A canary log entry and an 80-89% Polymarket bet are the only real signals. Everything else trending on the open web — context w

Dev.to · tokenmixai
1w ago
Claude Mythos vs Opus 4.8: 90x More Firefox Exploits — But Stay on Opus Anyway
Anthropic's upcoming Mythos-class model crushes Opus 4.6 on security benchmarks (181 working Firefox exploits vs 2 in matched tests). Here's the math on whether

Dev.to · tokenmixai
2w ago
Qwen 3.6 Has Four Tiers. Here's How to Route Without Burning Cash.
Qwen 3.6 ships Max-Preview, Plus, Flash, and 35B-A3B with a 41x output-cost spread. Here's a tier-routing pattern that picks the right one per task — and surviv

Dev.to · tokenmixai
3w ago
Veo 4 Release Date: 70% Odds for Google I/O 2026 (Veo 3.1 Lite Live)
Google hasn't released Veo 4 as of May 18, 2026. Veo 3.1 Lite is the newest official variant. Here's the full release date analysis, Veo 3.1 API pricing baselin

Dev.to · tokenmixai
3w ago
Veo 4 Doesn't Exist Yet, But People Are Already Selling It
Audit of Veo 4 status in May 2026 — Google hasn't released it, but veo4free.io and other platforms are already charging subscriptions. Here's what's real and wh

Dev.to · tokenmixai
3w ago
Doubao API Setup 2026: 19 ByteDance Models, $0.022/M Floor, Python in 5 Min
Doubao API quickstart: 19 ByteDance models from $0.022/M (Seed 1.6 Flash) to $2.57/M (Seed 2.0 Pro). Python setup, vs direct Volcano Ark, full pricing.

Dev.to · tokenmixai
4w ago
I Stress-Tested 3 AI Agent Gateways (WorldClaw, B.AI, TokenMix.ai). Only One Was Ready for Production.
Three platforms launched between Q4 2025 and Q2 2026 want to be the default gateway for autonomous...

Dev.to · tokenmixai
1mo ago
What Is TokenMix? One API Key, 171 AI Models, Zero Platform Fee
TokenMix is a unified AI API gateway that routes requests to 171 models from 14 providers —...

Dev.to · tokenmixai
1mo ago
Flowise MCP RCE: What CVE-2026-40933 Teaches About Agent Security
Flowise CVE-2026-40933 and Upsonic CVE-2026-30625 show why MCP STDIO should be treated as process execution, not harmless plugin config.

Dev.to · tokenmixai
1mo ago
April 2026's LLM Avalanche: 5 Frontier Drops in 9 Days, ~50% Price Cut, 3 Migrations to Plan Now
Claude Opus 4.7, Kimi K2.6, GPT-5.5, DeepSeek V4 all shipped within 9 days. Inference costs fell ~50% vs January. Here's what changed, what to migrate, and what

Dev.to · tokenmixai
1mo ago
Kimi K3 Is Coming — Here's How to Prep Your Code Today
Kimi K3 targets 3-4T params, 1M context, Kimi Linear attention. Prediction markets show 74% odds of pre-May 2026 release. Here's how to route your stack so laun

Dev.to · tokenmixai
1mo ago
gpt-image-2 API Developer Guide: Pricing, Thinking Mode, and Production Integration (2026)
gpt-image-2 API Developer Guide: Pricing, Thinking Mode, and Production Integration...

Dev.to · tokenmixai
1mo ago
AI Gateway Caching Explained — Why L1 + L2 Cache Layers Cut 90% of Your LLM Bill
Most devs using OpenRouter or Portkey get only half the possible caching savings. Here's the two-layer architecture that cuts real LLM costs 50-60% in productio

Dev.to · tokenmixai
1mo ago
GPT-6 Is Coming: Here's What's Confirmed, What's Hype, and How It Hits Your API Budget
Spud finished pretraining March 24. Polymarket gives 78% odds by April 30. I separated confirmed facts from rumors and estimated the API pricing impact.

Dev.to · tokenmixai
1mo ago
Gemini 3.1 Pro vs GPT-5.4: I Ran Both on the Same 500 Tasks — Here's Which Won (And It Wasn't Close on Cost)
Head-to-head comparison on 500 real tasks: coding, reasoning, document analysis, and creative writing. Gemini matches GPT quality at 40% less cost. Full data in

Dev.to · tokenmixai
1mo ago
LLM API Pricing in 2026: I Put Every Major Model in One Table
40+ LLMs, one pricing table. From $0.05/M (Groq Llama 8B) to $180/M (GPT-5.4 Pro). The 100x price spread explained.

Dev.to · tokenmixai
1mo ago
12 Free LLM APIs You Can Use Right Now (No Credit Card, Real Limits Tested)
I tested every 'free' LLM API in 2026. Here's what you actually get: real rate limits, model quality, and which ones work for production.
DeepCamp AI