专题集群
开发者自动化 机会
Coding Agent、CI、仓库自动化、Webhook 和开发者工作流相关机会。
搜索角度
开发者自动化的搜索在包含仓库权限、CI gate、回滚方案和真实工作流模板时，更接近底部漏斗。
第一篇页面应该做什么？
选择一个平台和一个工作流，例如 issue 分流、PR 审查、发布说明或 Webhook 重试。
如何提高可信度？
展示最小权限、审计日志、dry-run 行为和失败处理，而不是只写理想自动化流程。
Google Search AI Mode and Gemini 3.5 Flash create a new SEO and agentic coding demand wave
At Google I/O, Google upgraded Search AI Mode with Gemini 3.5 Flash as the global default, added deeper agentic and interactive Search experiences, and released Gemini 3.5 Flash broadly through the Gemini API, Google AI Studio, Android Studio, Antigravity, Gemini Enterprise, and GitHub Copilot.
Google AI Mode SEO
GitHub Enterprise cost center limit increase creates developer FinOps template demand
GitHub doubled the maximum number of cost centers per enterprise from 250 to 500 for GitHub Enterprise Cloud customers, enabling more granular tracking, allocation, and reporting of usage and spend across departments, business units, and product groups.
GitHub cost centers 500
Copilot Chat agent-session awareness creates agent workflow audit and handoff searches
GitHub updated Copilot Chat so it can reflect Copilot cloud agent session status, answer follow-up questions after sessions complete, pull agent session logs from pull requests, and search or summarize past agent sessions by topic, title, or recency.
Copilot Chat agent sessions
GitHub Copilot CLI security review creates immediate AI code security tutorial demand
GitHub added an experimental public preview slash command, /security-review, to Copilot CLI. It scans local code changes from the terminal and returns severity- and confidence-scored security findings plus actionable fixes for common issues such as injection flaws, XSS, insecure data handling, path traversal, and weak cryptography.
GitHub Copilot CLI security review
Stripe UK AI commerce updates create agentic commerce implementation demand
At Stripe Tour London, Stripe announced new tools for UK businesses selling globally and preparing for AI commerce. Updates include expanded multi-currency Treasury capabilities, Managed Payments for selling in 195 countries, Adaptive Pricing, Checkout Studio, UK access to agentic commerce later this year, and broader Radar protection for AI-era fraud.
Stripe UK agentic commerce
Social Security and Medicare trustee report creates retirement and benefit-cut calculator demand
The 2026 Social Security and Medicare trustees summary says OASI can pay full benefits until Q4 2032, combined OASDI until Q3 2034, and Medicare HI until Q2 2033, after which scheduled benefits would be partly payable absent policy changes.
Social Security 2032 benefit cut
Claude Fable 5 and Mythos 5 launch creates model access, pricing, and retention search demand
Anthropic launched Claude Fable 5 as a broader Mythos-class model for long-running coding and agent tasks, while Mythos 5 remains limited to vetted partners. The launch adds new model IDs, pricing, access channels, fallback safeguards, and a 30-day retention policy that affect engineering, procurement, and compliance searches.
Claude Fable 5
GitHub security validation for third-party coding agents creates agent-code audit demand
GitHub made security validation for third-party coding agents generally available. Code generated by agents such as Claude and OpenAI Codex can be analyzed with CodeQL, dependency scanning, and secret scanning, and the feature follows Copilot settings without requiring GitHub Advanced Security.
GitHub security validation coding agents
Claude Fable 5 in GitHub Copilot creates admin policy and billing searches
GitHub announced Claude Fable 5 general availability for Copilot across IDEs and coding agent surfaces. It is usage-billed, gradually rolling out, and off by default for Business and Enterprise plans until admins enable the policy.
Claude Fable 5 GitHub Copilot
Claude Fable 5 on AWS Bedrock creates implementation and data-retention API demand
AWS announced Claude Fable 5 availability through Amazon Bedrock and Claude Platform on AWS, including Anthropic SDK examples, supported regions, fallback behavior, pricing notes, and a Data Retention API step required for programmatic use.
Claude Fable 5 Bedrock
GitHub Actions outage renews demand for CI incident monitors and fallback-runner playbooks
GitHub Actions and Pages experienced an incident during the window, producing heavy Hacker News attention. CI downtime affects deploys, tests, releases, open-source maintainers, and teams that depend on Actions as their default automation layer.
GitHub Actions outage
Drizz turns mobile QA into intent-based AI tests that write, run, and fix themselves
Drizz ranked #2 on Product Hunt for May 19. It is an AI-powered mobile test automation platform where teams describe app flows in plain English, Drizz runs them on real devices with Vision AI, authors reusable test cases, adapts to dynamic UIs, and integrates with CI/CD.
Drizz
Semble validates code search for agents as a token-saving developer workflow category
Semble reached Hacker News attention as a code search library for agents that claims roughly 98% fewer tokens than grep plus read, CPU-only indexing, MCP support, Bash and AGENTS.md integration, and setup paths for Claude Code, Codex, Cursor, and OpenCode.
Semble
Agentmemory makes persistent memory for Claude Code, Codex, and coding agents a tutorial-ready category
Agentmemory launched on Product Hunt as an open-source persistent memory layer for Hermes, Claude Code, Codex, and coding agents. The launch claims 5,000+ GitHub stars, up to 95% fewer tokens per session, and 100% searchable memories compared with large CLAUDE.md context dumps.
Agentmemory
Cline SDK opens a TypeScript runtime category for custom coding agents and agent products
Cline SDK launched on Product Hunt as a plugin-based open-source runtime for building coding agents. Its documentation describes TypeScript packages for embedding Cline's agent runtime with plugins, subagents, MCP, checkpointing, scheduled agents, web fetch, tools, and model providers.
Cline SDK
HasData launches AI agent, MCP server, CLI, and agent skills for web data extraction
HasData ranked #2 on Product Hunt for May 15 with a managed web scraping service for AI agents. The launch highlights an AI Agent, MCP server, CLI, and agent skills for Claude Code and OpenClaw, returning clean JSON or Markdown from web targets.
HasData MCP
Google Genkit Middleware turns agent reliability, approvals, and observability into reusable hooks
Google announced Genkit Middleware with composable hooks that intercept model calls and tool execution, adding retry, fallback, tool approval, skills, filesystem scoping, content filtering, and observability to agentic apps.
Genkit Middleware
Fiserv agentOS validates a banking-specific agent operating system and marketplace category
Fiserv launched agentOS, an agentic AI operating system for banks with first-party agents for commercial loan onboarding, daily operational reporting, deposit intelligence, and AML triage, plus a partner marketplace running on Amazon Bedrock AgentCore.
Fiserv agentOS
Coding agents become cross-device session apps with GitHub Copilot App and Codex mobile
GitHub launched a native Copilot app technical preview for isolated agentic development sessions, while OpenAI brought Codex into the ChatGPT mobile app for remote steering, approvals, and live project context across connected machines.
GitHub Copilot app
Notion Developer Platform turns workspaces into agent infrastructure with Workers, MCP, and External Agents APIs
Notion launched its Developer Platform on Product Hunt, highlighting CLI, hosted Workers, database syncs, agent tools, webhook triggers, MCP, and External Agents APIs that let teams build on Notion rather than only inside it.
Notion Developer Platform
Freshworks and Level AI push service operations from copilots to role-specific AI workers
Freshworks announced Freddy AI Agent Studio, MCP Gateway, and ServiceOps governance in Freshservice, while Level AI launched AI Workers for contact-center coaching, research, QA, product feedback, and executive insights.
Freddy AI Agent Studio
Google ADK tutorial makes long-running pause-and-resume agents a concrete developer workflow
Google published a developer tutorial for building long-running ADK agents that pause, resume, persist state, use event-driven wakeups, and delegate to sub-agents across multi-day business workflows.
Google ADK long-running agents
UiPath and Honeycomb show production agent work needs orchestration, governance, and observability
UiPath launched UiPath for Coding Agents to let Claude Code, Codex, Cursor, Gemini CLI, and Copilot build governed automations, while Honeycomb launched agent observability features for production agent workflows.
UiPath for Coding Agents
GitHub Copilot usage-based billing creates demand for AI coding cost calculators and budget controls
GitHub announced flex allotments for Copilot Pro and Pro+, a new Max plan, and April usage reports to help users prepare for usage-based billing with GitHub AI Credits on June 1.
GitHub Copilot usage-based billing
Claude Platform on AWS GA creates a cloud procurement path for Claude Managed Agents and MCP connectors
AWS announced general availability of Claude Platform on AWS, giving customers access to Anthropic APIs, console, Claude Managed Agents beta, Skills beta, MCP connector beta, code execution, files API, and CloudTrail visibility.
Claude Platform on AWS
TanStack npm supply-chain compromise creates urgent demand for GitHub Actions and npm publishing hardening
TanStack published a postmortem for a May 11 npm supply-chain compromise affecting 84 malicious versions across 42 packages through pull_request_target, cache poisoning, and OIDC token extraction.
TanStack npm compromise
Cloudflare temporary accounts agent deployment checker
Cloudflare launched Temporary Accounts for AI agents, allowing agents to run wrangler deploy --temporary and deploy Workers without a prior account signup, with a 60-minute claim window.
wrangler deploy temporary
AI agent incident in Fedora creates maintainer safety and agent governance demand
LWN reported that an allegedly rogue AI agent account caused disruption across Fedora and upstream projects by reassigning bugs, posting fabricated replies, and getting questionable code merged into the Anaconda installer before the account's privileges were revoked.
AI agent Fedora incident
Google AI Overviews liability ruling creates AI search risk and brand monitoring demand
A German regional court reportedly ruled that Google can be directly liable for false claims in AI Overviews because the summaries are treated as Google's own statements rather than neutral search snippets. The case involved false fraud associations and could influence AI search liability expectations.
Google AI Overviews liability
npm v12 breaking security defaults create JavaScript supply-chain migration demand
GitHub announced upcoming npm v12 breaking changes planned for July 2026. The security-focused defaults include disabled lifecycle scripts until approved, stricter git and remote dependency handling, and preparation support through npm 11.16 commands.
npm v12 breaking changes
Parrot Speech-to-text API highlights Hindi-heavy voice-agent infrastructure demand
Parrot Speech-to-text API ranked fifth on Product Hunt, positioning itself as a low-latency speech-to-text model for production-grade voice agents, especially Hindi-heavy and noisy real-world conversations.
Parrot speech to text API
Xiaomi MiMo v2.5 price cut creates another model-cost calculator and routing update opportunity
Xiaomi MiMo announced a v2.5 API permanent price reduction of up to 99%, and the official pricing update drew Hacker News attention. It follows a broader pattern of aggressive model-price cuts that affect routing, cost planning, and model selection.
Xiaomi MiMo v2.5 price
Prava Pay launch validates one-time cards and payment controls for AI agents
Prava Pay launched on Product Hunt as a payments stack for AI agents, offering one-time cards so agents can make purchases without exposing real card data. The page mentions support for agent tools such as Claude Code and Codex and references Visa Intelligent Commerce partnership positioning.
Prava Pay
Motorola Amazon affiliate-code hijacking creates consumer privacy and app-behavior checker demand
9to5Google reported that Motorola phones started hijacking Amazon app behavior to insert affiliate codes, and the story drew significant Hacker News attention. The incident raises user concerns about OEM apps, affiliate attribution, app intents, and hidden monetization on phones.
Motorola Amazon affiliate code
Apple Intelligence accessibility updates create app compliance and assistive AI workflow opportunities
Apple previewed accessibility updates powered by Apple Intelligence, including richer VoiceOver and Magnifier descriptions, natural-language Voice Control, Accessibility Reader improvements, on-device generated subtitles, Vision Pro wheelchair control, and a FaceTime API for sign language interpretation apps.
Apple Intelligence accessibility
SUN-to-Spotify turns Claude Code skills into a distribution path for personalized AI audio
SUN-to-Spotify ranked #3 on Product Hunt for May 17. The project is an open-source Claude Code skill and CLI workflow that turns prompts into AI podcasts, audiobooks, and audio courses with SUN, then publishes or saves the generated audio for Spotify listening.
SUN-to-Spotify
Files SDK creates a unified storage API niche for S3, R2, GCS, Azure, Vercel Blob, and AI tools
Files SDK ranked #4 on Product Hunt for May 17. It offers a small unified API for object and blob storage backends including S3, Cloudflare R2, Google Cloud Storage, Azure Blob, Vercel Blob, Netlify Blobs, Supabase, Dropbox, Box, and more, plus wrappers for AI SDKs and agent tool use.
Files SDK
WaveSpeed expands the unified LLM API race into multimodal model routing under one key
WaveSpeed announced an expanded unified LLM API with access to more than 260 language models and more than 1,000 total AI models across language, image, video, audio, 3D, avatar, and lipsync generation, using one API key and OpenAI-compatible interfaces.
WaveSpeed LLM API
arXiv AI-slop bans create demand for research manuscript verification and citation audit tools
TechCrunch reported that arXiv will ban authors for a year if submissions contain clear evidence of unchecked AI-generated work, such as hallucinated references, generated placeholder language, or misleading content that authors failed to verify.
arXiv AI ban
M5Stack PaperColor creates maker SEO around color E-ink ESP32 signage and voice IoT terminals
M5Stack PaperColor launched on Product Hunt as a 4-inch full-color E-ink ESP32-S3 development kit with Wi-Fi, sensors, and audio I/O. The launch positions it for IoT signage, voice terminals, and environmental monitoring projects.
M5Stack PaperColor
TrustClaw by Composio turns self-hosted personal agents into a security and OAuth integration niche
TrustClaw by Composio launched on Product Hunt as a self-hosted personal AI agent that connects to 1000+ apps on Vercel. The product site emphasizes OAuth-only app access, scheduled tasks, chat interfaces, sandboxed execution, and a security-oriented alternative to raw-key local agent setups.
TrustClaw
OpenHuman validates local-first personal AI agents with persistent memory and simple onboarding
OpenHuman ranked #1 on Product Hunt for May 15. It positions itself as an open-source, local-first personal AI agent with persistent memory, privacy-first storage, one-click setup, integrations, and a GUI for non-technical users.
OpenHuman
GitHub's accessibility agent pilot creates a high-value niche around WCAG remediation agents for front-end teams
GitHub published details of its experimental general-purpose accessibility agent. The agent answers accessibility questions in Copilot workflows and automatically evaluates front-end changes, with GitHub reporting 3,535 reviewed pull requests and a 68% resolution rate.
accessibility agent
Theneo and Product Hunt signal agent-ready API management as APIs shift from human docs to machine-callable tools
Theneo ranked #4 on Product Hunt with a launch positioning API management for humans and agents, including API catalogs, observability, production-grade MCP, authentication, rate limits, and agent-readiness audits.
agent-ready APIs
Production AI agent browser execution failure checklist
Agent builders report that real-world execution breaks on SSO, MFA, expired sessions, UI-only actions, selector changes, and bot detection. A focused troubleshooting checklist can capture bottom-funnel searches from teams trying to ship browser agents.
ai agent browser automation fails
Android Gemini Intelligence and AppFunctions create an MCP-like surface for apps to be used by agents
Google announced Gemini Intelligence for Android and AppFunctions, allowing apps to expose services, data, and actions to the OS and agents through natural-language descriptions and MCP-like integration paths.
Android AppFunctions
Circle Agent Stack and AWS AgentCore payments validate agent payments as infrastructure
Circle launched Circle Agent Stack with CLI, Agent Wallets, Agent Marketplace, and USDC nanopayments, while AWS highlighted AgentCore managed payments with Coinbase and Stripe wallets.
Circle Agent Stack
Known Agents shows AI crawler and bot analytics becoming a new SEO and GEO surface
Known Agents launched on Product Hunt as analytics for bots and AI agents crawling websites, showing which agents visit, what pages they read, where they came from, and which humans they refer.
Known Agents
AgentPeek 暴露 Claude Code / Codex 多会话运维痛点
AgentPeek 监控 sessions、permissions、token usage、本地 dev server，并强调数据本地保存，说明多 Agent 运维面板正走向个人开发者。
Claude Code monitor
Zappy by ZapDigits 让营销数据从 Dashboard 转向问答式 AI Analyst
它连接 GA4、Search Console、Google Business Profile，把营销数据转成客户可读报告，和 SEO/GEO 服务高度贴合。
AI reporting analyst
CFO 和银行 AI Agent 出现强商业信号
财务预测、现金流、AP、record-to-report、金融犯罪监测等关键词具备高客单价，适合先做模板和内容。
CFO AI agent
LlamaIndex data connectors create RAG ingestion page demand
LlamaIndex documentation creates demand for connector selection, ingestion pipelines, chunking strategy, and retrieval evaluation pages.
llamaindex connectors
Vercel AI SDK tool calling needs framework-specific implementation pages
AI SDK users need clear tool-calling examples for validation, streaming UI, tool result rendering, and server-side execution.
vercel ai sdk tool calling
Anthropic MCP connector guides create integration playbook demand
MCP adoption creates demand for connector setup, permission models, local server debugging, and deployment patterns.
anthropic mcp
HubSpot webhooks create RevOps event pipeline demand
HubSpot webhooks create demand for CRM event queues, enrichment workflows, deduplication, and approval-based AI updates.
hubspot webhooks
Paddle webhook verification creates merchant-of-record fulfillment demand
Paddle webhooks create demand for signature verification, event routing, duplicate handling, and subscription state sync examples.
paddle webhooks
Paddle overlay checkout needs Next.js conversion and webhook guides
Paddle overlay checkout creates demand for Next.js pricing pages, success handling, custom data, and webhook-backed access control.
paddle overlay checkout
Slack Event Subscriptions 需要 AI 分流 Bot Webhook 教程
Slack event subscriptions 带来请求验证、事件路由、队列处理和 AI 分流模式的实施需求。
slack events api ai bot
Stripe Webhook Endpoint 测试和 Replay 工具有机会
Stripe Webhooks 仍是高意图主题，适合 endpoint 测试、签名验证、replay、幂等和本地开发指南。
stripe webhooks
Stripe Subscription Checkout 适合 AI SaaS 付费实现页
Stripe 订阅文档适合 AI SaaS checkout、entitlement sync、webhook 处理和 billing portal 设置。
stripe subscription checkout
GitHub Copilot Extensions 适合实现模板
GitHub Copilot Extensions 适合做构建、安全、发布和变现自定义 Copilot 集成的开发者内容。
github copilot extensions
Supabase Auth Hooks 适合自定义 Onboarding 和 Claims
Supabase Auth Hooks 适合自定义 claims、onboarding gate、CRM 同步、profile 富化和账号生命周期自动化。
supabase auth hooks
Supabase Database Webhooks 适合可靠性和队列指南
Supabase Database Webhooks 适合数据库事件触发外部工作流、队列、重试和避免重复副作用的内容。
supabase database webhooks
Supabase Edge Functions 适合 AI Backend Starter
Supabase Edge Functions 适合做安全 AI 后端，覆盖 secrets、auth、streaming、数据库写入和 webhook callback。
supabase edge functions ai
Cloudflare Queues 适合做 AI Webhook 缓冲可靠性指南
Cloudflare Queues 可用于缓冲 Webhook、AI job、重试和突发事件流，不必维护独立队列基础设施。
cloudflare queues
Shopify Webhooks 可靠性指南仍适合 App 开发者
Shopify Webhook 是高意图常青主题，尤其适合做 retry、HMAC 验证、幂等和本地测试等可靠性内容。
shopify webhooks
GitHub Copilot Coding Agent 带来 Issue 到 PR 流程需求
GitHub Copilot coding agent 让 issue-to-PR 的运营指南、委派规则、仓库准备和 review 流程出现搜索窗口。
github copilot coding agent
Claude Code GitHub Actions 打开仓库自动化 Playbook 机会
Claude Code GitHub Actions 让仓库自动化更具体，适合围绕 issue 分流、PR 审查、CI 反馈和权限控制做指南。
claude code github actions
Gemini API Webhooks 带来短窗口教程机会
Google 为 Gemini API 长任务加入事件驱动 Webhooks，开发者会开始搜索如何从轮询改成回调式实现。
Gemini API webhooks
Delta MQD hotel rental car earning calculator
The Points Guy reported on June 19 that travelers can earn Delta Medallion Qualification Dollars on vacations, hotel stays, and rental cars booked through Delta.
Delta MQD hotels rental cars
DynIP launch shows demand for modern dynamic DNS with IPv6, DNSSEC, and bring-your-own-domain
DynIP, a dynamic DNS service with RFC 2136, IPv6, DNSSEC, and bring-your-own-domain support, became a high-attention Hacker News discussion. It targets self-hosters and teams that need stable names for changing home or edge IPs.
DynIP
Modern Blu-ray drive console ripping report creates a retro-game preservation hardware list opportunity
Tom's Hardware reported that modern Blu-ray drives with third-party firmware can rip GameCube, Wii, and Xbox 360 games to PC on selected players, and the story received Hacker News attention. It touches preservation, legal ownership questions, firmware compatibility, and hardware lists.
Blu-ray drive rip GameCube games
Zerostack turns minimal Rust coding agents into a Hacker News and crates.io opportunity
Zerostack 1.0.0 appeared on crates.io during the monitoring window and reached Hacker News attention as a Unix-inspired coding agent written in pure Rust. The crate describes itself as a minimalistic coding agent optimized for memory footprint and performance.
Zerostack
Mem0 memory APIs create agent memory implementation niches
Mem0 docs create demand for agent memory setup, privacy rules, retrieval evaluation, and user-controlled memory UX.
mem0 ai
Browserbase creates hosted browser automation implementation demand
Browserbase documentation creates demand for hosted browser setup, session replay, login handling, and browser-agent reliability patterns.
browserbase
Groq low-latency inference creates realtime AI app opportunity pages
Groq docs create demand for low-latency inference guides, streaming UX, fallback providers, and rate-limit safe app patterns.
groq api
Apify Actors create scalable web automation product pages
Apify Actors create demand for guides on packaging automations, scheduling runs, storing results, and exposing APIs for repeatable web tasks.
apify actors
Exa search API creates answer engine and research tool niches
Exa search APIs create demand for research agent examples, source ranking, answer grounding, and citation quality checks.
exa api
Firecrawl scraping APIs create AI data ingestion tutorial demand
Firecrawl documentation creates demand for website-to-markdown ingestion guides, crawl limits, extraction schemas, and monitoring workflows.
firecrawl api
Together AI inference docs create model routing and cost calculator demand
Together AI docs create demand for model routing guides, latency comparisons, fallback strategy, and inference cost calculators.
together ai api
Supabase Cron creates scheduled automation content for small SaaS teams
Supabase Cron creates demand for scheduled automation guides, job idempotency, failure tracking, and email digest workflows.
supabase cron
AI SDK chatbot templates create conversion pages for SaaS support bots
Chatbot UI docs create demand for implementation pages around support chat, lead capture, escalation, and analytics.
ai sdk chatbot
Linear GraphQL creates internal reporting dashboard niches
Linear GraphQL creates demand for sprint dashboards, aging issue reports, release notes, and health metrics for small teams.
linear graphql dashboard
Notion webhooks create lightweight sync product opportunities
Notion webhooks create demand for sync queues, conflict handling, event deduplication, and status dashboards.
notion webhooks
Notion OAuth creates integration onboarding content for micro-SaaS tools
Notion authorization creates demand for OAuth setup, permission explanations, workspace onboarding, and sync failure handling.
notion oauth
Slack Web API guides create operational bot permission checklist demand
Slack Web API projects need permission scopes, rate limit handling, message formatting, and audit-friendly notification patterns.
slack web api scopes
GitHub App check runs create CI automation consulting pages
GitHub App check run workflows create demand for CI status, code review automation, and repository-level quality gates.
github app check runs
GitHub webhook signature pages create automation reliability demand
GitHub webhook validation creates demand for secure handlers, replay protection, delivery debugging, and event-specific automation guides.
github webhook signature
Resend webhooks create email delivery monitoring niche pages
Resend webhook events create demand for delivery status dashboards, bounce handling, retry queues, and suppression workflows.
resend webhooks
Twilio Voice Webhooks 需要 AI 通话事件管道指南
Twilio Webhook 用户需要把通话事件安全转成总结、路由、CRM 更新和通话后自动化。
twilio voice webhooks
Discord Interactions Webhooks 适合社区 Agent 实施利基
Discord interaction webhooks 需要签名验证、响应时限、审核工作流和 AI assistant command 指南。
discord interactions webhook
GitHub Webhook Delivery Debugging 带来可靠性工具需求
GitHub App 开发者需要 delivery 调试、replay、签名验证和本地测试流程。
github webhook deliveries
Lemon Squeezy Webhook 适合独立支付集成利基
MoR 平台会带来 license 更新、订阅状态和交付自动化的 Webhook 实施需求。
lemon squeezy webhooks
Linear Webhooks 适合产品运营自动化指南
Linear Webhooks 适合产品运营自动化：issue sync、客户提醒、triage bot 和 cycle reporting。
linear webhooks
GitHub Models 适合 Prompt 和模型测试评估页
GitHub Models 带来 prompt evaluation、模型对比、CI 邻近测试和 GitHub 内开发者流程指南机会。
github models
Prime Visa 200 dollar instant gift card offer tracker
The Points Guy reported a current Prime Visa welcome offer where new Prime Visa applicants receive an instant $200 Amazon gift card upon approval with no spending requirement.
Prime Visa 200 gift card
免费工具
验证 Webhook payload 签名
很多开发者机会都从 Webhook 开始。你可以用这个 HMAC 工具生成或检查 SHA-256 签名。