Welcome back. Anthropic’s new mini model packs a mega punch. Claude Haiku 4.5 is here for devs, and you get close to Sonnet level performance at an incredibly faster speed and less than half the price. And OpenAI isn’t far behind — their new web search model is now 60% cheaper.

Today’s Insights

  • New models from Anthropic, OpenAI, Alibaba

  • Report: Where developers actually want to use AI

  • How a developer ships 300 lines of code with 8 AI agents

  • Trending social posts, top repos, new research & more

Welcome to The Code. This is a 2x weekly email that cuts through the noise to help devs, engineers, and technical leaders find high-signal news, releases, and resources in 5 minutes or less. You can sign up or share this email here.

THIS WEEK IN PROGRAMMING

Haiku 4.5 performance on software engineering tasks. Source: Anthropic

Anthropic launches mini model with frontier-level coding at half the cost: Claude Haiku 4.5 is a smaller and faster model that delivers coding performance comparable to Claude Sonnet 4 — but at one-third the cost and more than twice the speed. Developers can also orchestrate multiple Haiku 4.5 instances in parallel for complex multi-agent projects. Here’s a quick guide on how to leverage it.

OpenAI launches cheaper web search model for developers: The ChatGPT maker just rolled out an updated web search model in Chat Completions that's 60% cheaper than its predecessor at $10 per 1,000 calls. The new gpt-5-search-api includes domain filtering capabilities similar to the web search feature in the Responses API, making it easier for developers to limit search results to specific trusted sources.

Alibaba unveils GPT-5 Nano rival: Alibaba introduced Qwen3-VL 4B and 8B, compact and dense vision-language models available in Instruct and Thinking variants. Despite their size, they outperform models like Gemini 2.5 Flash Lite and GPT-5 Nano, and often beat them on benchmarks spanning STEM, VQA, OCR, video understanding, agent tasks, and more.

TRENDS & INSIGHTS

What Engineering Leaders Need to Know This Week

Box CEO Aaron Levie

How Box is building an AI-first company—without cutting jobs: Box CEO Aaron Levie made a bold move almost overnight, transforming his 2,000-person company into an AI-first operation. But unlike other CEOs predicting mass layoffs, Levie's approach focuses on doing more, not cutting headcount.

Where developers actually want AI to support their work: New research from Oregon State University surveyed 860 developers to map exactly where AI tools fit into their workflow. The findings? Developers embrace AI for high-demand grunt work like documentation and environment setup, but strongly resist automation in mentoring and strategic planning.

Essential software engineering practices: Most AI coding failures aren't technical bugs, they're architectural disasters waiting to happen. A new guide from builder Jenny Ouyang reveals AI's core optimization bias: it favors prompt completion over system health, assumes perfect conditions, and ignores consequences.

IN THE KNOW

What’s trending on socials and headlines

Meme of the day

  • Corrupt Code: This software engineer was nearly hacked by a coding interview.

  • Coffee Chat: You can now chat with research papers to understand them.

  • Money Agents: This developer built an open source financial agent in ~200 lines of code with LangChain.

  • Unfair Advantage: Microsoft released the ultimate extension pack with all the essential GitHub extensions you need to supercharge your development workflow.

  • Apple launched MacBook Pro with M5 but it isn’t the fastest. (then what is?)

  • Google launches Veo 3.1 and Veo 3.1 Fast - their latest state of the art video models.

  • ChatGPT can now automatically manage your saved memories—no more “memory full.”

  • GitHub releases an open-source tool kit to guide coding with architecture rules.

TOP & TRENDING RESOURCES

3 Tutorials to Level Up Your Skills

Source: DeepLearning AI

Building Live Voice Agents with Google’s ADK: A new free course from DeepLearning AI teaches developers how to use Google's Agent Development Kit to build conversational AI agents that can handle natural, real-time voice interactions.

The 'no-BS' guide to Agentic Coding: A senior developer's brutally honest workflow post is going viral across the internet. He runs up to 8 instances of GPT-5-Codex simultaneously in terminal windows, lets them make atomic Git commits.

Building ChatGPT apps with Next.js: Vercel released an in-depth tutorial teaching developers how to integrate Next.js applications with ChatGPT's Apps SDK using the Model Context Protocol.

Top Repos

  • nanochat: A minimal, full-stack repo for training and running a ChatGPT-like model from scratch. It contains everything pretraining, mid-training, SFT, RL, inference, and a WebUI in ~8,000 lines of code.

  • Petri: An alignment auditing agent for rapid, realistic hypothesis testing. It autonomously crafts environments, runs multi‑turn audits against a target model using human‑like messages and simulated tools.

  • Prompt Engineering Guide: This repo contains guides, papers, lectures, notebooks and resources for prompt engineering.

Trending Papers

Coral NPU: Google launches Coral NPU is a full-stack, open-source, AI-first hardware platform designed to overcome performance and privacy limits in edge AI. It delivers ultra-low-power GOPS performance for always-on ambient sensing and enables the first open, standards-based NPU to bring LLMs to wearables.

Do LLMs Really Need 10+ Thoughts for "Find the Time 1000 Days Later"?: This Google DeepMind paper shows that long step by step thinking often wastes compute on easy questions. The paper makes overthinking measurable and stoppable. Shows where time is wasted and gives clear rules to stop early without losing accuracy.

Recursive Language Models: A new inference strategy where LLMs can decompose and recursively interact with input prompts of seemingly unbounded length, as a REPL environment.

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Until next time — The Code team

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