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Latest Field Note//field note//49d ago
Markdown Is The Shared Surface
Markdown sits near the point where human readability and machine readability meet. HTML adds a rendering layer where humans and agents can stop seeing the same artifact.
ai-codingcoding-agentmarkdownhtmlprompt-injection
READ NOTETHURSDAY // 2026-07-09
60 itemsJUL 09
// WATCH
Get started with ChatGPT Work
+2
OpenAI
// WATCH
GPT-5.6 is here (INSANE)
+3
Wes Roth
// WATCH
GPT 5.6 Sol: Fable Killer?
+2
Prompt Engineering
// WATCH
ChatGPT Work for Marketing Teams
OpenAI
// WATCH
ChatGPT Work for Engineering Teams
OpenAI
// WATCH
ChatGPT Work for Sales Teams
OpenAI
// WATCH
ChatGPT Work for Business Operations Teams
OpenAI
// WATCH
ChatGPT Work for Finance Teams
OpenAI
// WATCH
ChatGPT Work for Data Analytics Teams
OpenAI
// WATCH
What separates the teams winning in the AI era? With Wei-Wei Wu, CEO at Momentic
Augment Code
// WATCH
Introducing ChatGPT Work, powered by Codex and GPT-5.6
OpenAI
// WATCH
Terminals Are Skeuomorphism
Theo - t3․gg
// WATCH
Meet GPT-5.6
+1
OpenAI
// WATCH
Sol, Terra, and Luna, our GPT‑5.6 family of models are here.
+2
OpenAI
// WATCH
Meet ChatGPT Work
+1
OpenAI
// WATCH
GPT‑5.6 Sol Is the New Gold Standard for Work
+2
Every
// WATCH
GPT-5.6 SOL: THE GOLD STANDARD FOR KNOWLEDGE WORK
+1
Every
// WATCH
Insane Claude Loops That You Need To Use Right Now
+1
AI LABS
// WATCH
This AI Doesn’t Scan Your App… It Breaks In (Strix)
+2
Better Stack
// WATCH
Introducing versioned prompts and skills in Studio
+2
Mistral AI
NEWS// 2h ago
OpenAI, xAI, Anthropic simultaneously release flagship models
For the first time, OpenAI, xAI, and Anthropic have released their new flagship models at the exact same time. Benchmarks reveal no single model dominates across all categories, highlighting a significantly compressed release cadence within the AI industry.
aiopenaixaianthropicllmfoundation-modelsbenchmarks+7+6+5+4+3+2+1
LAUNCH// 2h ago
Altman confirms Codex powers ChatGPT Work
OpenAI CEO Sam Altman announced that Codex serves as the foundational core of the newly introduced ChatGPT Work workspace product, reassuring developers that the technology remains a vital, permanent fixture. This integration allows ChatGPT Work to act as an agentic engine that autonomously interacts with local files, applications, and web browsers.
openaicodexchatgpt-workagentproductivity+5+4+3+2+1
UPDATE// 2h ago
OpenCode v1.17.18 adds Meta Muse Spark support
OpenCode v1.17.18 introduces a dedicated system prompt for Meta Muse Spark models to ensure proper handling. The update also confirms GitHub Copilot zero-batch pricing safety and filters invalid models from provider catalogs.
opencodereleasemeta-muse-sparkgithub-copilotllm-models+5+4+3+2+1
MODEL// 2h ago
GPT-5.6 Sol, Terra show distinct agentic roles
Early testing feedback of OpenAI's new GPT-5.6 model family on X highlights the distinct roles of the Sol and Terra tiers in development workflows. GPT-5.6 Sol is positioned as a high-capability model optimized for complex, multi-step repository work and code reviews, while GPT-5.6 Terra serves as a cost-efficient option for simpler, low-latency tasks.
gpt-5.6openaisolterraai-modelsagentic-codingcode-review+7+6+5+4+3+2+1
UPDATE// 2h ago
Vercel adds Muse Spark 1.1 to AI Gateway
Vercel has added support for Meta's Muse Spark 1.1, a natively multimodal reasoning model designed for complex agentic workflows, to its AI Gateway. This integration enables developers to leverage the new model through Vercel's unified API endpoint, facilitating easier deployment, usage tracking, caching, and fallbacks for applications utilizing multimodal perception and orchestration.
vercelmetamuse-sparkai-gatewaymultimodalagentic-workflowmodel-integration+7+6+5+4+3+2+1
OPEN SOURCE// 3h ago
Crawl4AI converts web pages to LLM markdown
Crawl4AI is an open-source, Python-based web crawling and scraping library designed to extract and prepare web content for LLM pipelines. It automates browser interactions and supports custom JavaScript execution to convert dynamic websites into clean markdown, JSON, or text optimized for RAG.
web-scrapingweb-crawlerpythonllmragdata-ingestionopen-source+7+6+5+4+3+2+1
OPEN SOURCE// 3h ago
Smartly Dressed Games drops Unturned source code
Smartly Dressed Games has released U3-SDK, the source code and Unity project files for the multiplayer zombie survival game Unturned. The release aims to empower the game's active modding community to build custom content, with plans to transition from a non-commercial to an MIT license in the future.
unturnedu3-sdkunityc#game-developmentopen-sourcemoddinggaming+8+7+6+5+4+3+2+1
VIDEO// 3h ago
Greg Isenberg releases GPT-5.6 Sol masterclass
Greg Isenberg shared a 49-minute video masterclass detailing how to leverage OpenAI's flagship model, GPT-5.6 Sol, alongside Codex to automate personal and business productivity. Drawing from 30 days of direct testing, the tutorial demonstrates automated workflows, including converting email inbox messages into structured, action-oriented cards, which Isenberg presents as the clearest preview of the future of work.
gpt-5.6-solopenaicodexproductivityautomationgreg-isenbergai-codingcode-generation+8+7+6+5+4+3+2+1
UPDATE// 3h ago
Vercel adds GPT-5.6 to AI Gateway
Vercel has announced the immediate availability of OpenAI's new GPT-5.6 model family, comprising Sol, Terra, and Luna, on its AI Gateway. Developers can access these models with Bring Your Own Key support, zero-markup token pricing, and unified API endpoints.
vercelopenaigpt-5.6ai-gatewayllmdevtool+6+5+4+3+2+1
UPDATE// 3h ago
Linear offers $20 AI credits per seat
Linear is offering paid workspaces $20 in AI credits per seat to try its new AI coding sessions feature, which allows teams to delegate issues to an AI agent that automatically writes code and opens pull requests. To qualify, workspaces must connect GitHub to grant codebase access by July 11, with the promotional credits valid for 30 days.
linearaiproject-managementgithubcoding-agentdevtoolai-codingagent+8+7+6+5+4+3+2+1
VIDEO// 3h ago
Grok 4.5 impresses in developer testing
A hands-on test of xAI's Grok 4.5 showcases its impressive speed, cost-effectiveness, and developer experience within the Cursor IDE. The evaluation demonstrates the model's capabilities by successfully building an iOS application integrated with the Grok voice API, proving its effectiveness for practical software development tasks.
grok-4.5xaicursorvoice-apiai-codingdevtoolcode-generation+7+6+5+4+3+2+1
UPDATE// 3h ago
Superconductor adds GPT-5.6 early access
Superconductor, the native macOS agentic engineering workspace, has introduced early access support for OpenAI's new GPT-5.6 model family. This integration allows developers using the Rust-built workspace to orchestrate coding agents with the Sol, Terra, and Luna model tiers.
superconductoragentdevtoolgpt-5.6openairustmacos+7+6+5+4+3+2+1
MODEL// 3h ago
OpenRouter launches OpenAI GPT-5.6 suite
OpenRouter has made OpenAI's new GPT-5.6 model family available, featuring the Sol, Terra, and Luna tiers optimized for cost and token efficiency. Early evaluations by Artificial Analysis and OpenRouter confirm the models offer superior token efficiency, translating to faster completions and lower costs for developer tasks.
gpt-5.6openrouteropenaimodel-releaseartificial-intelligenceagentic-workflowsllm+7+6+5+4+3+2+1
UPDATE// 3h ago
Devin Desktop integrates GPT 5.6
Cognition has integrated GPT 5.6 into Devin Desktop, their IDE and agent command center. The update allows developers to coordinate multiple local and cloud-based agent sessions using the Agent Communication Protocol (ACP).
devin-desktopcognitiongpt-5.6agentcoding-assistantideai-codingcode-generation+8+7+6+5+4+3+2+1
UPDATE// 4h ago
Cursor integrates GPT-5.6 Sol, Terra, Luna
Cursor has introduced support for the new GPT-5.6 model suite, comprising Sol, Terra, and Luna. In CursorBench evaluations testing multi-file agentic coding tasks, GPT-5.6 Sol achieved a 67.2% score with an average cost of $5.22 per task, offering developers a powerful new choice for high-context coding.
cursorgpt-5.6coding-assistantsai-modelsbenchmarkscursorbenchai-codingcode-generation+8+7+6+5+4+3+2+1
LAUNCH// 4h ago
OpenAI launches ChatGPT Work, GPT-5.6 models
During a live demonstration, OpenAI CEO Sam Altman announced three major new product additions to the ChatGPT ecosystem alongside the release of the GPT-5.6 model series. These updates include ChatGPT Work, a significant enterprise-focused tool for workplace automation, a brand-new ChatGPT desktop application, and the ability for users to build and host live web applications directly within the ChatGPT environment.
openaichatgptchatgpt-workgpt-5.6web-hostingdesktop-appartificial-intelligence+7+6+5+4+3+2+1
UPDATE// 4h ago
SpaceXAI releases Grok Build 0.2.94
SpaceXAI has launched Grok Build version 0.2.94, focusing on improving agent workflows and developer experience. The update routes `/sessions` directly to the Agent Dashboard, introduces a `/goal <objective>` slash command for defining objectives, and resolves minor edge-case terminal failures.
grok-buildspacexaiproduct-updatedevtoolagent+5+4+3+2+1
SECURITY// 4h ago
Grok-4.5 jailbreak exposes rushed safety testing
Following the launch of xAI's 1.5-trillion-parameter Grok-4.5 model, researchers and red-teamers were able to bypass the model's safety guardrails using prompt reframing techniques. The incident highlights a common misconception among users that the latest and largest models from major AI labs are inherently safer, when in reality their rapid deployment velocity frequently leaves them less tested for safety vulnerabilities.
grok-4.5xaisecuritysafetyguardrailsllm-security+6+5+4+3+2+1
UPDATE// 4h ago
Lightpanda updates iframe loading behavior and configuration flags
Lightpanda has updated its behavior so that lazy-loaded iframes no longer hold up a page's load event, ensuring automations don't unnecessarily wait on unneeded content. The update also introduces new configuration flags: --disable-subframes to skip loading all iframes entirely, and --v8-max-heap-mb to configure the maximum V8 heap size.
lightpandaheadless-browserautomationweb-scrapingperformance+5+4+3+2+1
TUTORIAL// 5h ago
Omar shares multi-model AI orchestration pattern
Omar detailed a multi-model orchestration pattern employing Fable 5 for evaluation and GPT-5.5 for execution. By focusing on robust orchestration tools over new frontier models, the architecture mitigates reward hacking and easily integrates future models.
orchestrationllm-as-a-judgemulti-modelevaluationagents+5+4+3+2+1
MODEL// 5h ago
300B open-weight model builds Linux kernel from scratch
A new 300-billion parameter open-weight AI model has reportedly built a Linux kernel completely from scratch, unsupervised, based solely on a single text prompt. This highlights a potentially massive leap in the capability of open-source models to execute complex, system-level software engineering tasks autonomously.
aillmopen-weightlinuxkernelcode-generationautonomous-agentstencent-hy3ai-coding+9+8+7+6+5+4+3+2+1
UPDATE// 6h ago
Meta launches Muse Spark 1.1 API pricing
Meta has announced a major update to its Muse Spark large model, targeting the AI-assisted coding market to challenge competitors like OpenAI and Anthropic. The release introduces commercial pricing plans and upgrades the model's capabilities in multimodal perception, agentic reasoning, and multi-agent orchestration, marking a strategic transition from Meta's traditional open-weights ecosystem.
metamuse-sparkgenerative-aillmdevtoolcoding-assistantmultimodal-aiai-codingcode-generation+9+8+7+6+5+4+3+2+1
UPDATE// 6h ago
OpenAI seeks GPT-Live API design partners
OpenAI co-founder Greg Brockman announced that the company is seeking developer design partners to test the new GPT-Live API. Developers interested in building creative new applications or integrating real-time voice and conversational capabilities into existing products are invited to reach out directly via email to collaborate on defining the technology's potential.
openaigpt-liveapideveloper-previewreal-timeartificial-intelligence+6+5+4+3+2+1
MODEL// 6h ago
Grok 4.5 excels in practical developer tasks
Recent testing of xAI’s new Grok 4.5 model highlights significant progress in practical, hands-on tasks. The model demonstrates strong performance in C++ game development and sprite creation, alongside effective capabilities in 3D modeling and frontend design.
grok-4.5xaiartificial-intelligencegame-developmentfrontend-design3d-modeling+6+5+4+3+2+1
UPDATE// 7h ago
Mistral Studio launches prompt version control
Mistral AI has updated its Studio platform to introduce version control, ownership tracking, and traceability for AI prompts and skills. By centralizing prompts where models execute, the platform provides a governed system of record with direct telemetry tracing and MCP server integration.
mistral-aimistral-ai-studioprompt-engineeringversion-controlai-governancepromptopsmcptool-use+8+7+6+5+4+3+2+1
OPEN SOURCE// 7h ago
Mistral Studio adds Agent Skills support
Agent Skills introduces a standardized format to package and distribute modular capabilities for AI agents, helping developers manage prompt complexity and prevent prompt sprawl. Supported by Mistral AI in their Studio and terminal-native coding agent Vibe, the specification relies on a progressive disclosure model where agents load only the skill's metadata at startup and dynamically fetch the full instructions, files, and tools only when the skill is explicitly invoked.
agentopen-sourceagentic-workflowsdevtoolmistral-aiagent-skills+6+5+4+3+2+1
LAUNCH// 7h ago
PasteSheet turns Google Sheets into APIs, MCP servers
PasteSheet is a newly launched tool designed to convert Google Sheets into fully functional REST APIs and Model Context Protocol (MCP) servers in just 30 seconds. It enables developers to use spreadsheets as lightweight, backendless databases, while allowing no-code builders to seamlessly connect their sheets to platforms like Webflow, Framer, and Zapier.
pastesheetgoogle-sheetsapimcp-serverdatabaseno-codedevtoolai-codingcode-generation+9+8+7+6+5+4+3+2+1
NEWS// 7h ago
GPT-5.6 Sol compares French insurance quotes
A developer in France demonstrated the real-world agentic capabilities of OpenAI's GPT-5.6 Sol model by running it inside ChatGPT Codex to autonomously compare insurance quotes across multiple French providers. The demonstration highlights the model's capacity to navigate complex local provider systems and carry out multi-step workflows without user intervention.
openaigpt-5.6-solchatgpt-codexagentautomationai-codingcode-generation+7+6+5+4+3+2+1
OPEN SOURCE// 8h ago
Shepherd introduces Git-like version control for AI agents
Shepherd is an open-source agent runtime framework that treats agent runs like Git commits, enabling developers to inspect, fork, replay, and revert agent states. By recording execution traces as a tree of commits, Shepherd allows meta-agents and developers to debug agent runs and recover from errors, improving reliability and performance on long-horizon tasks.
agentversion-controldevtoolgitpythonopen-source+6+5+4+3+2+1
OPEN SOURCE// 8h ago
OpenScience launches open-source scientific AI workbench
OpenScience is an open-source, model-agnostic AI workbench by Synthetic Sciences designed to automate the end-to-end scientific research lifecycle. The platform integrates a browser workspace, terminal, and over 290 domain skills, allowing researchers to run local, privacy-preserving workflows from literature search to report writing.
opensciencesynthetic-sciencesagentopen-sourcescientific-researchllmsworkbench+7+6+5+4+3+2+1
OPEN SOURCE// 8h ago
JLens Q36 debugs Qwen3.6-27B on Apple Silicon
JLens Q36 is an open-source local visualizer and debugger designed for the Qwen3.6-27B model on Apple Silicon. Powered by Apple MLX, it allows developers to inspect intermediate token readouts across internal model layers to analyze confidence and identify errors.
jlens-q36llmdebuggingvisualizationapple-siliconmlxqwenopen-source+8+7+6+5+4+3+2+1
NEWS// 8h ago
xAI plans 2-trillion-parameter Grok launch
According to an unconfirmed leak, xAI is preparing to launch a 2-trillion-parameter Grok model in August 2026. The release is reportedly part of an aggressive strategy to ship new frontier models on a monthly cadence.
grokxaifrontier-modelllmleakartificial-intelligence+6+5+4+3+2+1
BENCHMARK// 10h ago
Grok evaluation leap draws underdog comparisons
A social media post draws a parallel between the classic tech drama Halt and Catch Fire—where characters build a PC that is faster and cheaper than IBM to disrupt the market—and the development of xAI's Grok. Despite not being fully completed, the model has reportedly demonstrated massive performance leaps and successfully passed developer-led evaluations, highlighting a fast-paced disruption strategy.
grokxaiai-modelsbenchmarkshalt-and-catch-firedevtool+6+5+4+3+2+1
NEWS// 11h ago
MiniMax reportedly develops 2.7T parameter M3Pro
Chinese AI startup MiniMax is reportedly developing M3Pro, a 2.7-trillion-parameter open-source model focused on reasoning and multi-step agents. Planned for release in late 2026, the model's massive scale aims to surpass OpenAI's GPT-4 and mark a milestone for open-source AI.
minimaxm3proopen-sourcellmreasoningagentsai-scaling+7+6+5+4+3+2+1
UPDATE// 12h ago
Cursor updates its billing structure to combine Grok 4.5, Composer, and Auto into a single First Party Models usage pool
The AI code editor Cursor has announced a restructuring of its usage pools, shifting Grok 4.5, Composer, and Auto into a unified "First Party Models" pool. Instead of a 1:1 token count, usage is now consumed variably based on each specific model's token rate, streamlining the billing process for its integrated, proprietary AI features.
cursorgrok-4.5composerbillingai-editordevelopment-tools+6+5+4+3+2+1
BENCHMARK// 13h ago
Grok 4.5 boosts token ROI in benchmarks
Grok 4.5 showcases high token efficiency in SWE Bench Pro benchmarks, resolving tasks with approximately four times fewer output tokens than Claude Opus 4.8. Priced at $2/$6 per million input/output tokens and running at 80 tokens per second, it offers a significant cost-performance optimization for autonomous coding agents.
grok-4.5xaibenchmarksllmtoken-roiartificial-analysisartificial-intelligencepricing+8+7+6+5+4+3+2+1
MODEL// 13h ago
OpenAI launches gpt-realtime-2.1 reasoning models
OpenAI has released gpt-realtime-2.1 and its distilled mini counterpart, bringing configurable reasoning and tool-calling to its low-latency voice API. The update reduces p95 latency by 25% via improved caching, offering a cost-efficient way to deploy speech-to-speech agents.
openaigpt-realtimevoice-agentsapimodel-releaseartificial-intelligence+6+5+4+3+2+1
UPDATE// 14h ago
OpenCode v1.17.16 ships sharper developer workflows
OpenCode v1.17.16 has been released, introducing a new composer add menu and sharper workflows for app reviews, files, and local project viewing. The update also refines Grok model behavior and adds provider comparisons in the Stats command.
opencodeai-coding-agentdevtoolopen-sourcegrokterminal-tuiai-codingcode-generation+8+7+6+5+4+3+2+1
LAUNCH// 14h ago
StepFun debuts native AI agent phone
Chinese AI startup StepFun has partnered with manufacturer Huaqin Technology to launch a native AI agent smartphone and operating system. By integrating its models at the hardware and system level, the device aims to bypass traditional app stores and enable seamless cross-application agent capabilities.
stepfunstep-starai-agent-phoneai-hardwareagent-oshuaqin-technologyconsumer-electronics+7+6+5+4+3+2+1
OPEN SOURCE// 15h ago
Prisma ships type-safe multi-database ORM
Prisma is an open-source, next-generation ORM that provides a type-safe database client for Node.js and TypeScript using a custom declarative schema. It supports various databases, including PostgreSQL, MySQL, SQLite, and MongoDB, simplifying query building, schema migrations, and database workflows.
ormtypescriptnodejsdatabasepostgresqlmysqlsqlitemongodbopen-source+9+8+7+6+5+4+3+2+1