DEVELOPER TOOLS: ECOSYSTEM
9 SRC
Developer Tools: Ecosystem
The ecosystem is rebuilding for agent-first workflows rather than integrating around them. Core AI Workspace fuses Slack + Linear + Notion into a single platform centralizing team context, signaling existing SaaS wasn't agent-native. Anthropic anchors the layer: Monitor replaces polling with event-driven background scripts, /ultraplan moves planning to a cloud browser interface with teleport-to-CLI options, and official setup plugins configure hooks/skills/MCPs/subagents. Devtools content consolidates into shareable structure—Anh Tho open-sourced her writing skills template; Codex teams publish concrete "codex maxxing" primitives. The Hermes ecosystem now warrants its own discovery layer. Hiring signals confirm realignment: OpenAI pays $280K for Forward Deployed Engineers, screening for "the actual loop" over LeetCode, valuing practical AI-implementation skill above theory. This pattern reflects broader packaging of domain-specific process discipline—like PM methodology for Linear—as reusable agent skills. Local-first agentic stacks close the loop: JustHireMe's Tauri + FastAPI + SQLite + KuzuDB + LanceDB keeps data on-device with explainable graph+vector matching; Codex-built Superhuman replacements on Gmail CLI show custom agent-native tools displace expensive SaaS when requirements are specific.
Guides
Claude & Claude Code for Marketing Agencies: A Detailed Guide
A comprehensive guide covering agency workspace setup, content strategy, competitive intelligence, outbound automation, brand design workflows, and agency-specific Claude Code skills — grounded in 77+ sources.
Claude Code: From New User to Power User
A structured progression covering context architecture, the Research → Plan → Build loop, environment setup, the six extension mechanisms, parallel sessions, and the tools and patterns used by Claude Code power users.
The Claude Code Ecosystem in 2026: Tools, Plugins, and Community Patterns
A comprehensive map of the Claude Code ecosystem — from Anthropic's official plugins and the $2.5B revenue milestone to community-built MCP servers, terminal setups, and the emerging agent-first development paradigm that's reshaping how teams ship software.
Insights
AI-Native Workspaces and Collaboration
- Core AI Workspace (Apache 2.0 open source, free hosted) rebuilds Slack + Linear + Notion into a single platform that centralizes team context for more efficient collaboration with AI agents (from core ai workspace open source launch)
- The trend toward AI-native workspace alternatives that rebuild core functionality from existing tools (rather than integrating them) signals that existing SaaS tools weren't designed for agent-first workflows (from core ai workspace open source launch)
Anthropic Platform-Side Releases
Claude's Monitor tool creates background scripts that wake the agent only when needed — eliminates polling, follows logs for errors, polls PRs via script; the right architecture for long-running session work (from claude monitor tool background scripts)
/ultraplan moves the planning phase from local terminal to a cloud browser interface (inline comments, section navigation, visual diagrams), then either executes in cloud for an immediate PR or "teleports" the plan back to local CLI — same token allocation as standard local planning (from claude ultraplan cloud development planning)
Writing and Devtools Content
- Anh Tho (a consistent devtools-on-HN performer) open-sourced her writing Skills template — concrete structure and approach instead of abstract writing advice (from anh tho writing skills template)
- Codex team members publishing "codex maxxing" daily primitives turns internal agent-workflow practice into community-readable methodology and invites feedback on the operating system around Codex itself (from codex maxxing primitives draft)
Hermes Ecosystem Tooling
- See Hermes Agent for the full Hermes ecosystem (Workspace, Curator, Atlas, research-agent recipe, Codex CLI deploy/ops pattern) — Hermes has its own dedicated topic.
Developer Hiring Signals
- OpenAI pays $280K for Forward Deployed Engineers and deliberately avoids LeetCode-style algorithmic interviews — screening instead for "the actual loop" of real-world implementation, signaling premium market rates for practical AI-implementation skill over theoretical coding (from openai forward deployed engineer interview process)
Local-First AI App Stacks
- JustHireMe's stack is a reference local-first agentic-app architecture: Tauri + React/TypeScript frontend, Python FastAPI backend, SQLite for tracking, KuzuDB for graph modeling, LanceDB for vector search — keeping resumes/keys/leads on-device while delivering explainable graph+vector job matching; open-source and seeking GraphRAG/vector-DB/scraping contributors (from justhireme local first ai job search)
- Ben Tossell's Codex-built email client replicates Superhuman's UX with infinite customization on a Gmail CLI — evidence that custom agent-native tools can replace expensive SaaS when workflow requirements are specific and technical capability exists (from custom email client codex superhuman alternative)
skills-as-encoded-discipline
- This reflects a broader pattern of packaging domain-specific process discipline (e.g., PM methodology for a specific tool like Linear) as a reusable, shareable agent skill rather than one-off prompting. (from linear methodology agent skill)
Voices
46 contributors
Claude
@claudeai
Claude is an AI assistant built by @anthropicai to be safe, accurate, and secure. Talk to Claude on https://t.co/ZhTwG8d1e5 or download the app.
Ruari Wood-Freeman
@Ruari_wf
I tweet about building a AI platform that connects brands to podcasters by Vibe. Self taught python 🐍 - working solo 1️⃣- learning everyday 📖
Suryansh Tiwari
@Suryanshti777
Exploring AI & SaaS trends early Sharing what’s actually useful Helping builders turn ideas → products → traction – 📩 Open to collabs
Garry Tan
@garrytan
President & CEO @ycombinator —Founder https://t.co/7aoJjp1iIK—designer/engineer who helps founders—SF Dem accelerating the boom loop—haters not allowed in my sauna
Tom Dörr
@tom_doerr
Follow for posts about GitHub repos, DSPy, and agents Subscribe for top posts DM to share your AI project (Due to volume of DMs I'll prioritize subscribers)
Thariq
@trq212
Claude Code @anthropicai. prev YC W20, mit media lab. towards machines of loving grace
Charly Wargnier
@DataChaz
🦞 Clawdbot / @openclaw tinkerer • Ex @Streamlit @Snowflake Maestro • Also tweet about AI agents, LLMs, and web apps • My ❤️ is open source • DM for collabs 📩
jason
@jxnlco
hype @openai
Cody Schneider
@codyschneiderxx
folllow for shiposting about the growth tactics i'm using to grow my startup building @graphed with @maxchehab Get Started Free - https://t.co/stXlkQBlSj
Dan McAteer
@daniel_mac8
Delba
@delba_oliveira
🪄💫 • @vercel ▲
Fivos Aresti
@fivosaresti
Ihtesham Ali
@ihtesham2005
investor, writer, educator, and a dragon ball fan 🐉
Theo - t3.gg
@theo
rody
@0x_rody
AI tools analyst | Code & consciousness | @zscdao
Guri Singh
@heygurisingh
Sharing practical ways to use Al, No code, and Tech Tools • Follow me to learn and master AI, Tech tools & Digital Skills • AI Educator & Writer • DM for Collab
Morgan
@morganlinton
Cofounder/CTO @BoldMetrics - love building teams and software, in that order. Early @ Sonos, Engineering @ Carnegie Mellon. Not an expert - always learning.
Nabeel Hyatt
@nabeel
vc @sparkcapital 🐶 partner to @thebotcompany @discord @descriptapp @meetgranola @instawork @ridezum, prior bod @cruise @postmates Q 🍉 side-gig @BerkeleyTTL
Oliver Prompts
@oliviscusAI
Helping you understand AI. Software Engineer. Opinions are personal. DM for collabs.
elvis
@omarsar0
Building @dair_ai • Prev: Meta AI, Elastic, PhD • New AI learning portal: https://t.co/1e8RZKs4uX
Paras Chopra
@paraschopra
life is a game 🕹️ • building @lossfunk
Sac
@Saccc_c
探索00后的财富自由之路（全面开源成长路径，关注我，一起实现财富自由）｜疯狂探索 AI 的边际和商业应用|@SWUFEBA @Ntusg
Sean Geng
@seangeng
Always building something fun 🎮 on @b3dotfun | Prev: engineering leader @Coinbase, @solana startup free components / prompts at my personal site
Sharbel
@sharbel
Co-Founder https://t.co/G1eWKZtmi7. I help you build AI systems that work while you sleep.
Yi Lu
@yyyiiillluuu
TL for Meta AI personalization and agent memory (Reality lab) Former head of ML at Forethought (acquired by Zendesk) Adjunct prof University of Washington
Moysei
@0xMoysei
Aarush
@aarush_kukreja
Daniel San
@dani_avila7
Head of AI at https://t.co/3TemmA7EdE | Building Claude Code SubAgents, Skills & Hooks | OSS project https://t.co/pEjytZiAFd | Powered by TS, Python & Vanilla Lattes ☕️
Minty
@DeFiMinty
Research @Delphi_Digital | Not Financial Advice | Opinions Are My Own
James Bedford
@jameesy
engineering @zerion, building https://t.co/3RQYuZAcrt
Jason Kneen
@jasonkneen
R&D AI Labs prev. @morph_labs @restreamio @EmergentLabs @blackboxai @axway and built @huggiapp @moltrats @vibeclawdev @cursorbuddyapp @codesurfai
Manthan Gupta
@manthanguptaa
ai research engineer • designing agent runtimes, memory & retrieval systems for autonomous agents • dms open
Matthew Berman
@MatthewBerman
MIKE
@mikenevermiss
Nityesh
@nityeshaga
Pejman Pour-Moezzi
@pejmanjohn
Moe Ali
@ProductFaculty
rahul
@rahulgs
head of applied ai @ ramp
rLLM
@rllm_project
Enabling AI agents to "learn from experience" @BerkeleySky Try Hive: https://t.co/S9kJjTWgA9
Richard Seroter
@rseroter
Samuel Stroschein
@samuelstroschei
Sawyer Hood
@sawyerhood
Software Engineer that is building weird shit in public, latest projects: https://t.co/6dQdN8KliO https://t.co/rQyv2zpSkj. Prev: @figma, @facebook.
Shiv
@shivsakhuja
Pontificating... / Vibe GTM-ing / Making Claude Code do non-coding things building a team of AI coworkers @ Gooseworks / prev @AthinaAI /@google / @ycombinator
ty
@tjcages
Vaibhav Sisinty
@VaibhavSisinty
Vincent van der Meulen
@vinvan