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News

The New Stack
thenewstack.io > pg-99-conf-2026-inference-costs

Chip Huyen explains how to cut inference costs without new hardware

19+ hour, 56+ min ago   (775+ words) Ahead of her return to P99 CONF on October 21–22, Chip Huyen’s advice on cutting AI inference costs gets a fresh look in the age of agents....

The New Stack
thenewstack.io > cohere-north-translate-sovereignty

“Machine translation is still broken for most of the world's languages”: Cohere builds non-reasoning for a reason

20+ hour, 34+ min ago   (203+ words) Cohere's North Small Translate beats DeepL and Google Translate on WMT26 across 50 languages — but commercial use requires a Model Vault license....

The New Stack
thenewstack.io > openai-hires-git-ai

"Same mission, bigger stage": OpenAI hires Git AI founders to help Codex prove its ROI

1+ day, 20+ hour ago   (329+ words) Git AI can already track how much code Codex and rival agents produce. Now its founders are taking that measurement inside OpenAI itself....

The New Stack
thenewstack.io > spec-driven-sdlc-gates

The AI-native SDLC won't be one process

1+ day, 20+ hour ago   (92+ words) Anthropic says code is no longer the bottleneck. It's right -- but the process that catches your agent's mistakes can't be one size for every change....

The New Stack
thenewstack.io > openai-agents-api-compute

OpenAI’s researchers burned $7,000 a day on AI agents — now it’s opening the floodgates

2+ day, 13+ hour ago   (155+ words) OpenAI's Agents API sells the Codex harness as a service, making long-running agents easy to build — just as Astra demand forces a Pro plan pause....

The New Stack
thenewstack.io > aws-pizza-bot-agent-inbox

AWS open-sources Pizza Bot: email-style inbox for background AI agents

3+ day, 12+ hour ago   (280+ words) Two thousand people inside Amazon used early versions - before Pizza Bot was rebuilt as a standalone community project....

The New Stack
thenewstack.io > salesforce-enterprise-ai-harness

"Six tools, one harness": Salesforce loops together a six-pack of favorites

3+ day, 14+ hour ago   (78+ words) Salesforce unveils its Enterprise AI Harness, unifying six platform tools to fix data and workflow gaps between siloed AI agents. (129 chars)...

The New Stack
thenewstack.io > gpt-live-1-voice-api

OpenAI split a voice model's brain. Then one team deleted 23,000 lines of code.

3+ day, 14+ hour ago   (206+ words) OpenAI's GPT-Live-1 API splits voice agents into a fast conversational model and a separate reasoning backend, cutting one customer's codebase by 80%....

The New Stack
thenewstack.io > shopify-native-ai-agents

Shopify spent years on React Native — then rebuilt everything in 12 weeks

3+ day, 15+ hour ago   (129+ words) Shopify is ditching React Native for native mobile apps, using AI agents to rebuild its Shop app in 12 weeks and rethink how codebases are built for agents....

The New Stack
thenewstack.io > gpt-images-2-5-sunburst-flare

GPT Images 2.5 promises edits that leave the rest of your image alone

3+ day, 15+ hour ago   (276+ words) OpenAI’s new Flare and Sunburst models prioritize speed and precision, respectively, but their real-world latency and per-job cost differences remain unclear....