guidesimonwillison-weblog
Agentic Engineering Patterns
Simon Willison 总结的 agent 工程模式，涵盖任务分解、工具使用和错误处理等核心概念。
agent工程模式任务分解工具使用
News
AI / agent 工程资讯聚合，采用 linkblog / reading log 方案
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长期有效资源
最新资讯
newsopenai-news
Previewing GPT-5.6 Sol: a next-generation model
OpenAI previews GPT-5.6 Sol, a next-generation model with stronger capabilities in coding, science, and cybersecurity, paired with its most advanced safety stack.
GPTOpenAICodingSafety
newssimonwillison-weblog
Quoting Dean W. Ball
This is a bad state of affairs. Consider, in particular, some industry dynamics: Frontier models are trained at an enormous cost, and a significant fraction of that cost is recouped in the few post...
Quoting
newssimonwillison-weblog
Quoting Timothy B. Lee
This is like saying there's no learning curve to being a manager because your employees will just do whatever you tell them to do. — Timothy B. Lee, on the idea that LLMs take no skill and ha...
Quoting
newssimonwillison-weblog
What happened after 2,000 people tried to hack my AI assistant
What happened after 2,000 people tried to hack my AI assistant Fernando Irarrázaval ran a challenge on hackmyclaw.com to see if anyone could leak secrets held by his OpenClaw test instance by sendi...
What
newssimonwillison-weblog
Incident Report: CVE-2026-LGTM
Incident Report: CVE-2026-LGTM Spectacular hypothetical incident report by Andrew Nesbitt. Day 2, 16:00 UTC --- Two AI review agents from competing vendors, both attached to a downstream pull reque...
Incident
newssimonwillison-weblog
Quoting OpenAI
We're beginning a limited preview of the GPT‑5.6 series: Sol, our flagship model; Terra, a balanced model for everyday work; and Luna, a fast and affordable model. Terra has competitive performance...
OpenAI
newsopenai-news
How agents are transforming work
A new OpenAI research paper shows how AI agents are transforming work, enabling longer, more complex tasks and expanding productivity across roles.
OpenAI
newssimonwillison-weblog
AI and Liability
AI and Liability Bruce Schneier on the recent German ruling that Google be held liable for errors introduced in their AI overviews: AI agents are agents of the person or organization that deploys t...
Liability
newssimonwillison-weblog
datasette-export-database 0.3a2
Release: datasette-export-database 0.3a2 An embarrassingly tiny release. The pyproject.toml had pinned to datasette==1.0a27, inadvertently making this plugin incompatible with all other Datasette v...
DatasetteDatabase
newsopenai-news
OpenAI and Broadcom unveil LLM-optimized inference chip
OpenAI and Broadcom introduce Jalapeño, a custom AI chip built for LLM inference to improve performance, efficiency, and scale across AI systems.
OpenAI
newssimonwillison-weblog
simonw/browser-compat-db
simonw/browser-compat-db Inspired by Mozilla's new MDN MCP service - source code here - I decided to try converting their comprehensive mdn/browser-compat-data repository full of browser compatibil...
Simonw/browser-compat-db
newssimonwillison-weblog
Quoting Tom MacWright
In the last few months, I've started to see [job applications] that were clearly cowritten by an LLM, link to an LLM-generated portfolio site, which then links to LLM-generated GitHub projects, wit...
Quoting
newsopenai-news
Helping build shared standards for advanced AI
OpenAI helps build shared standards for advanced AI, supporting evaluation frameworks, safety practices, and global cooperation through the Appia Foundation.
OpenAISafety
newsopenai-news
How GPT-5 helped immunologist Derya Unutmaz solve a 3-year-old mystery
GPT-5 Pro helped solve a 3-year-old immunology mystery, offering insights into T cell behavior. The breakthrough could support cancer and autoimmune research.
GPT
newsopenai-news
How Omio is building the future of conversational travel
Discover how Omio uses OpenAI to power conversational travel experiences, accelerate product development, and transform into an AI-native company.
OpenAI
newssimonwillison-weblog
datasette 1.0a35
Release: datasette 1.0a35 I'll write more about this one soon, but it's a big release. Three highlights from the release notes: New "Create table" interface in the database actions menu, backed by ...
Datasette
newssimonwillison-weblog
OPFS + Pyodide test harness
Tool: OPFS + Pyodide test harness I've been pondering if Datasette Lite - the Python Datasette application run entirely in the browser using Pyodide and WebAssembly - might be able to edit persiste...
Testing
newsopenai-news
Patch the Planet: a Daybreak initiative to support open source maintainers
OpenAI introduces Patch the Planet, a Daybreak initiative helping open-source maintainers find, validate, and fix vulnerabilities with AI and expert review.
OpenAIOpen Source
newsopenai-news
Daybreak: Tools for securing every organization in the world
OpenAI introduces new Daybreak tools, including Codex Security and GPT-5.5-Cyber, to help organizations find, validate, and patch vulnerabilities at scale.
GPTOpenAICoding
newsopenai-news
Codex-maxxing for long-running work
Learn how Jason Liu uses Codex to preserve context, manage complex projects, and help work continue beyond a single prompt.
CodingPrompt
newssimonwillison-weblog
Prompt Injection as Role Confusion
Prompt Injection as Role Confusion First, I absolutely love this: This is a blog-style writeup of the paper. I wish every paper would come with one of these. Academic writing is pretty dry - the im...
Prompt
newssimonwillison-weblog
Porting the Moebius 0.2B image inpainting model to run in the browser with Claude Code
This morning on Hacker News I saw Moebius: 0.2B Lightweight Image Inpainting Framework with 10B-Level Performance, describing a small but effective inpainting model - a model where you can mark reg...
ClaudeCodingCode
newsopenai-news
Samsung Electronics brings ChatGPT and Codex to employees
Samsung Electronics deploys ChatGPT Enterprise and Codex to employees worldwide, marking one of OpenAI’s largest enterprise AI rollouts.
OpenAICodingChatGPT
newssimonwillison-weblog
sqlite-utils 4.0rc1 adds migrations and nested transactions
sqlite-utils is my combined Python library and CLI tool for working with SQLite databases. It provides an extensive set of higher-level operations on top of Python's default sqlite3 package, includ...
SQLite
newssimonwillison-weblog
sqlite-utils 4.0rc1
Release: sqlite-utils 4.0rc1 See sqlite-utils 4.0rc1 adds migrations and nested transactions. Tags: sqlite-utils
SQLite
newssimonwillison-weblog
Temporary Cloudflare Accounts for AI agents
Temporary Cloudflare Accounts for AI agents The announcement says this is "for AI agents" but (as is pretty common these days) the AI hook isn't really necessary, this is an interesting feature for...
Temporary
newssimonwillison-weblog
Quoting Sean Lynch
The real valuable capability MCP offers over skills/CLI is isolating the auth flow outside of the agent’s context window, and potentially out of the harness completely. [...] Maybe the idealized fo...
Quoting
newsopenai-news
New usage analytics and updated spend controls for enterprises
OpenAI introduces new spend controls and usage analytics for ChatGPT Enterprise, helping organizations manage costs and scale AI with confidence.
OpenAIChatGPT
newsopenai-news
Improving health intelligence in ChatGPT
Learn how GPT-5.5 Instant improves ChatGPT’s health and wellness responses with stronger reasoning, better context, clearer communication, and physician-informed evaluations.
GPTReasoningChatGPT
newsopenai-news
Using AI to help physicians diagnose rare genetic diseases affecting children
Researchers used an OpenAI reasoning model to help diagnose rare diseases, identifying 18 new diagnoses in previously unsolved cases.
OpenAIReasoning
newssimonwillison-weblog
Datasette Apps: Host custom HTML applications inside Datasette
Today we launched a new plugin for Datasette, datasette-apps, with this launch announcement post on the Datasette project blog. That post has the what, but I'm going to expand on that a little bit ...
Datasette
newssimonwillison-weblog
datasette-acl 0.6a0
Release: datasette-acl 0.6a0 This release expands datasette-acl from table-only permissions toward a general resource-sharing system. Alex Garcia did most of the work for this release - we're flesh...
Datasette
newsopenai-news
A near-autonomous AI chemist improves a challenging reaction in medicinal chemistry
OpenAI and Molecule.one show how a near-autonomous AI chemist using GPT-5.4 improved a key drug-making reaction, advancing medicinal chemistry research.
GPTOpenAI
newsopenai-news
Introducing LifeSciBench
Introducing LifeSciBench, an expert-authored, expert-reviewed benchmark for evaluating how AI systems handle real-world life science research tasks and decisions.
Benchmark
newssimonwillison-weblog
GLM-5.2 is probably the most powerful text-only open weights LLM
Chinese AI lab Z.ai released GLM-5.2 to their coding plan subscribers on June 13th, and then yesterday (June 16th) released the full open weights under an MIT license. Similar in size to their prev...
GLM-5.2
newsopenai-news
Predicting model behavior before release by simulating deployment
OpenAI introduces Deployment Simulation, a method to predict AI model behavior before deployment using real conversation data to improve safety and evaluation accuracy.
OpenAISafety
newsopenai-news
Introducing the OpenAI Partner Network
OpenAI launches the Partner Network, investing $150M to help global partners accelerate enterprise AI adoption, deployment, and transformation.
OpenAI
newsopenai-news
New OpenAI Academy courses for the next era of work
OpenAI introduces three Academy courses that help people build practical AI skills, create repeatable workflows, and apply agents in everyday work.
OpenAI
newsopenai-news
How Preply combines AI and human tutors to personalize learning
Preply uses OpenAI to launch AI-generated lesson summaries, providing personalised feedback and language learning exercises.
OpenAI
newsopenai-news
BBVA puts AI at the core of banking with OpenAI
Learn how BBVA scaled ChatGPT Enterprise to 100,000 employees and partnered with OpenAI to accelerate AI-powered banking transformation worldwide.
OpenAIChatGPT
newsanthropic-engineering
Claude 4: Extended Thinking & Tool Use
Anthropic 发布 Claude 4，引入扩展思考和工具使用能力。
Claude 4扩展思考工具使用
newsopenai-news
Introducing GPT-4.1
OpenAI 发布 GPT-4.1，带来更强的编码能力和更长的上下文窗口。
GPT-4.1模型发布编码能力