GPT-6 Astra scores 72.6% on OSWorld at 40 minutes a task. For API teams, handing it the OpenAPI spec is faster, cheaper, and verifiable. When to click, when to call, and how to set it up.

INEZA Felin-Michel

September 5, 2026

GPT-6 Astra API guide: model ID gpt-6-astra, $10/$50 pricing with long-context, Batch and Fast mode rates, 1.05M context, five effort levels, and the breaking changes from GPT-5.6 Sol.

GPT-6 Astra is the first OpenAI model rated Critical for cyber capability. What the rating means, what ships by default, what Daybreak unlocks, and six API checks to run this week.

Ashley Goolam

September 5, 2026

We held off writing about GPT-6 Astra until we could test it ourselves. Two days later: the best model our team has ever run, what broke, what it costs, and why we say AGI is here.

Ashley Innocent

September 5, 2026

A blockchain application can have a great frontend, well-designed smart contracts, and a carefully planned architecture, but it still needs a reliable way to communicate with the network. That communication usually happens through an RPC endpoint. When a wallet retrieves a balance, a dApp reads a smart contract, a trading bot checks the latest block, or an application submits a transaction, the request ultimately needs to reach a blockchain node. Running and maintaining those nodes yourself is

Emmanuel Mumba

September 3, 2026

Gemini 3.8 Flash vs 3.7 Flash: same price, speed, and context, but +3 on the AA index, +12 on tau3-Banking, and 30% more output tokens per task. Upgrade?

Migrate from Gemini 3.7 Flash to 3.8 Flash: 9 API changes with before/after JSON, the minimal thinking-level error, call_id rules, token budgets, and rollback.

Ashley Goolam

September 3, 2026

Gemini 3.8 Flash pricing: $0.75/$3.75 intro rates doubling Jan 1 2027, thinking tokens billed as output, caching, batch, and why cost per task rose to $0.58.

Ashley Goolam

September 3, 2026

Gemini 3.8 Flash thinking levels explained: what low, medium, and high do, why minimal now errors, per-level cost and latency numbers, and how to set each one.

Ashley Goolam

September 3, 2026

Gemini 3.8 Flash vs Claude Fable 5.1 vs GPT-5.6 Sol: specs, the 59/57/59 independent index, Google's benchmark rows, the 13x price gap, and which API to pick.

INEZA Felin-Michel

September 3, 2026

Gemini 3.8 Flash Cyber explained: Google's Fairwind-gated security model, who qualifies, partner obligations, the Chrome and Wiz results, and what you can use.

INEZA Felin-Michel

September 3, 2026

Gemini 3.8 Flash function calling step by step: declare a tool, read the function_call step, return function_result with call_id and name, cap loops, test.

Ashley Goolam

September 3, 2026

Step-by-step Gemini 3.8 Flash API guide: get an AI Studio key, call the Interactions API and legacy generateContent, set thinking levels, and test in Apidog.

Gemini 3.8 Flash is free in Google AI Studio and on the Gemini API free tier. How to get a key, make a first call, and what the free path won't give you.

Ashley Innocent

September 3, 2026

Gemini 3.8 Flash explained: Sep 2026 launch, model ID, 1M context, thinking levels, $0.75/$3.75 intro price, benchmarks vs 3.7 Flash, why it uses more tokens.

Ashley Innocent

September 3, 2026