@ainativedev.bsky.social
We’re moving the conversation to LinkedIn.
If you’ve been following our work on AI-native development, join us there (or on X) for updates, articles, and new drops.
Find us on LinkedIn: AI Native Dev
Or on X: @ainativedev
Thanks for being part of the early crew 👋
Whoever writes the spec controls the outcome.
In this future, the best developers are the best spec authors. What do you think?
We break down Grove’s talk and how to start experimenting with specs today.
🔗 ainativedev.co/yla
Prompts are temporary. Specs are forever.
OpenAI’s Sean Grove calls specs the “new code.” They force you to decide what good output looks like before you run the AI.
Think reusable clauses, version control, IDEs that validate your spec as you write. 🧵
#AINativeDev #AIEngineering
With some devs say they achieved 90% fewer errors its clear why 🔥
Catch the community’s takes in the full blog.
ainativedev.co/s6n
AI coding tools are powerful, but without structure, they drift.
Claude Taskmaster attempts to fix that, and its growth has been explosive. In just 9 weeks the repo's jumped from 0 → 15,500 stars 🌟
Specs first → clearer intent → better output → code that adapts without drifting.
If stale tests and brittle glue code sound familiar, start here: Why Code Alone Isn’t Enough.
🔗 Read the article: ainativedev.co/fca
📺 Watch the talk: youtu.be/NTpu0XuQsDY
Why code alone isn’t enough anymore 🚫💻
Most AI tools today just help us write more code, but the real shift is moving beyond code as the source of truth.
At our first London meetup, we dug into a better approach: spec-driven development.
We built Glaser, an AI code reviewer with stand-up comic energy: “48 code blocks? This README is more code than text!”
Structured, snarky AI. Ruby devs, check it out.
🔗 ainativedev.co/lyr
🔥 Roasting your README with AI?
Shopify just open-sourced Roast, a Ruby framework for reliable, versioned AI workflows.
Structure > force.
One structured prompt = same accuracy as eight unstructured ones (via Will Kurt, .txt).
For Claude Code users: clearer specs mean faster output, less context bloat, reusable prompts.
🔗 Read how specs can elevate your coding workflow.
ainativedev.co/bm3
#ClaudeCode #SpecDriven
Taming Claude Code for CI/CD?
Terminal setup is easy.
Scripting it for pipelines? Not so much!
Jump into a quick guide on automating Claude for DevOps:
✅ API key scripting
✅ Direct config edits
✅ MCP server setup
✅ Pre-set tool permissions
🔗 ainativedev.co/0qn
#ClaudeCode #AINativeDev #DevOps
It’s not just a tool. It’s part of a bigger shift toward spec-driven, agent-coordinated workflows.
Dive into the write up 👇
ainativedev.co/s6n
#ainativedev #codingagents #devtools
Claude Taskmaster is blowing up in the AI dev world, and for good reason.
It takes messy prompts to clean specs and bite-sized, dependency-aware tasks.
Some devs report 90% fewer errors! 🧵
Agent-based coding ≠ just pair programming anymore.
We’re seeing something bigger:
▪️ Parallel agents handling subtasks
▪️ Isolated envs via git worktrees + containers
▪️ New UIs for merge + review
🔗 Your guide to parallelizing AI coding agents:
ainativedev.co/tg5
#ainativedev #aiagents
Patrick Debois dives deep into why and how to parallelize AI coding agents.
This guide is packed with insights + links to expert takes from across the ecosystem.
Ready to explore the future of dev workflows?
🔗 ainativedev.co/tg5
Jump in and let us know what you think.
Parallel coding agents are changing the Developer workflow.
With tools like Claude code we are exploring parallelization strategies like using git worktrees and containers. All for us to review what we want while the agents do the hard work!
#AINativeDev #DevTools #DevOps
Read the full writeup up:
🔗 ainativedev.co/g78
#AINativeDev #GenAI #DeveloperTools
Cursor 1.0 just dropped.
Its biggest update since launch, and a glimpse at where AI-native development is headed.
New in this release
• BugBot (inline PR reviews)
• Async Background Agents
• Jupyter + MCP support
• Project Memories
• Visual plans in chat
🧵⬇️
If you've been waiting for agents that actually fit into your workflow, this is it.
Dion Almaer breaks it down in this write-up:
🔗 ainativedev.co/mux
#AINativeDev #RemoteAgents #VSCode #DevTools
What makes Remote Agents different:
• Multi-repo semantic context
• Parallel async execution
• Full IDE control: No new tools, no new UI
Run multiple tasks in parallel.
Wake up to clean, reviewable PRs.
This isn’t a chat UI, it’s production-grade autonomy that fits into your workflow.
You log off. Your agents keep working. ⚙️
Augment Code’s Remote Agents are now available in VS Code.
They handle refactors, tests, bug fixes, and docs, while you’re offline 🧵
See the full write-up from Baptiste Fernandez:
ainativedev.co/oyf
“Vibe coding” with real UI context?
Stagewise is an open-source VS Code extension that lets you click on a live UI element and prompt an AI to change it. It pipes in HTML, screenshots, and context, so the AI knows exactly what you mean.
It’s early, but promising!
#AINativeDev #FrontendDev
🎙 We're joining Port for a live webinar on how #GenAI is reshaping platform engineering.
📅 June 16 | 1PM EST
We'll cover:
- AI infra stack
- Org design: Who owns what
- How IDPs deliver GenAI to devs
📩 Register: ainativedev.co/4f2
#AIEngineer #AINativeDev #Webinar
→ Prompts are ephemeral
→ Specs are persistent and reusable
→ Tests make them executable
→ They align humans and LLMs
This is the shift from implementation to intent.
Catch the full recap + Sean’s talk in our write-up.
🔗 ainativedev.co/qz4
#AINativeDev #AIEngineering #SpecDrivenDev
📝 Specs are the new code.
Prompting was just the start. The next level of AI-native development is Specification Driven Development and Sean Grove (OpenAI) nailed why 🧵
🚧 Using AI tools like you did 6 months ago is a mistake.
↳ Coding agents are reshaping how we interact with code editors and prompts.
Patrick Debois shares insights from the AI Engineer World’s Fair, including what’s working in practice.
🔗 ainativedev.co/qz4
#AINativeDev #AIDev #AIEngineer
devs: you might want to try this one 👀
Mistral's new open-source model for coding agents, Devstral, hit 46.8% on SWE-bench verified.
That’s higher than some proprietary giants.
We tested it, check out the write up!
ainativedev.co/fa9
#ainative #opensourceai #devstral
🧠 Toxic agent flows:
– Agents can’t tell data from commands
– Aligned models can follow bad prompts
– Isolation + validation still matter
Full story → ainativedev.co/yst
#AINativeDev #AIsecurity #AgentOps #PromptInjection
