AI Coding Live News

Gemini API Deprecates Gemini 2.5 Pro and 2.5 Flash: From December 1, Requests Auto-Route to 3.8 Flash and 3.5 Flash-Lite at the New Models' Rates

In its November 2 Gemini API changelog, Google deprecated gemini-2.5-pro and gemini-2.5-flash and removed both from the Google AI Studio model picker. From December 1, 2026, requests to gemini-2.5-pro will automatically route to gemini-3.8-flash and requests to gemini-2.5-flash to gemini-3.5-flash-lite, billed at the new models' rates. Google flags breaking API changes: stricter function calling and thought_signature validation, thinking_level replacing thinking_budget, and removal of sampling parameters such as temperature and of prefilled model turns. The model string stays valid but behavior can change, so developers should switch model strings and rerun tests before December 1.

Key Takeaways

  • Deadline: from December 1, 2026, gemini-2.5-pro routes to gemini-3.8-flash and gemini-2.5-flash routes to gemini-3.5-flash-lite; API access to 2.5 Pro is already limited to existing users who actively used it.
  • Price change (official price list, per 1M tokens): 2.5 Pro is $1.25 input / $10.00 output for prompts up to 200k; 3.8 Flash is an introductory $0.75 / $3.75 through 2026, rising to $1.50 / $7.50 on January 1, 2027.
  • 2.5 Flash and 3.5 Flash-Lite both cost $0.30 input / $2.50 output for text, while audio input drops from $1.00 to $0.30.
  • The migration guide says to replace thinking_budget with thinking_level (3.8 Flash has no minimal level), drop temperature/top_p/top_k, candidate_count and prefilled model turns, and include call_id and name in every FunctionResponse.
  • It follows the October deprecation of 3.7 Flash, another case of an old model string silently routing to a newer model; 2.5 Pro users will actually land on a Flash-tier model.
Read full story

OpenAI: GPT-6 Astra Responses API adds async function calling and mid-turn steering

OpenAI engineer Nikunj Handa says GPT-6 Astra ships three Responses API upgrades: async function calling (the model can keep going while tools run), mid-turn steering (inject messages or tool outputs during reasoning), and changing reasoning effort without breaking cache. Details are in OpenAI’s latest-model developer guide.

Key Takeaways

  • Async function calling: model continues while tools run, cutting idle multi-tool loops.
  • Mid-turn steering: inject messages or tool outputs during reasoning without a full restart.
  • Change reasoning effort without breaking cache—useful for cost/latency tuning.
Read full story
Linked Models & Agents:

Fireworks ships DeepSeek V4 Flash with native vision at $0.22/$0.66 per 1M tokens

Fireworks said DeepSeek V4 Flash now includes native vision on serverless and priority tiers. It reports better benchmarks than the text-only 0731 checkpoint at the same $0.22 input / $0.66 output per 1M tokens. The model page lists a 305B MoE with about 1040K context, function calling, image input, and a speculative-decoding module.

Key Takeaways

  • DeepSeek-V4-Flash-Vision-Exp is live on Fireworks serverless and priority tiers with native image input.
  • Same price as text-only 0731: $0.22 input / $0.66 output per 1M tokens (cached input $0.007).
  • 305B MoE, ~1040K context, function calling, and speculative decoding for screenshot-aware coding agents.
Read full story

OpenAI enables Structured Outputs for o3-mini API with 120 tokens/s high-speed reasoning throughput

OpenAI rolled out strict JSON Schema Structured Outputs and function calling for the o3-mini API. Supported by new reasoning kernel optimizations, generation speed reaches 120 tokens/s, allowing coding agents to produce type-safe interfaces and AST payloads with zero JSON syntax drift at low latency.

Key Takeaways

  • Guarantees 100% JSON Schema adherence, eliminating syntax parsing failures during tool use.
  • Achieves up to 120 tokens/s decoding throughput, an 80% speedup over previous reasoning models.
  • Offers low, medium, and high reasoning effort toggles for varied latency and depth needs.
Read full story
ADSponsored