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#Agenticcoding Reel by @theneurondaily - What makes a codebase agent-ready? Eno Reyes, Factory AI Co-founder & CTO, explains why AI agents succeed in some orgs and fall apart in others. 📉
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@theneurondaily
What makes a codebase agent-ready? Eno Reyes, Factory AI Co-founder & CTO, explains why AI agents succeed in some orgs and fall apart in others. 📉 It is not adoption. 🧾 It is not token volume. ⭐ It is not having a few power users. It is whether the codebase is clean enough to support autonomy. If it is not agent-ready, it is simple: slop in, slop out. Watch the clip for the most practical advice on AI agents. Link in bio! #AIAgents #AgenticCoding #AutonomousAgents #DevTools #SoftwareEngineering
#Agenticcoding Reel by @greatfrontend - AI agents aren't just answering prompts anymore. They're running code on your machine. 👀 Which means they're sitting next to: • Your repo • Your sec
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@greatfrontend
AI agents aren’t just answering prompts anymore. They’re running code on your machine. 👀 Which means they’re sitting next to: • Your repo • Your secrets • Your build pipeline OpenClaw is going mainstream. Unlike chatbots, it’s proactive. It can: • Run npm install • Edit React components • Execute scripts • Open PRs • Read your .env Connected to models like Anthropic or OpenAI, it doesn’t just generate text it takes action. And if it’s not isolated? Your Vercel tokens, Sentry keys, Supabase secrets all exposed. That’s why: Deno launched Sandbox isolated Linux microVMs for untrusted AI workloads. Apple introduced lightweight Linux VMs on macOS for safer experimentation. Treat autonomous agents like unknown npm packages. • Run them in containers • Lock down permissions • Default to isolation Preparing for front end interviews? Modern tooling and system awareness matters. Level up with GFE with structured prep built for real-world roles. 🔗Link in bio. #AIAgents #DeveloperSecurity #FrontendEngineering #WebDevelopment #greatfrontend
#Agenticcoding Reel by @pow_devs - Who actually owns AI-assisted code? It's a question more teams are running into as AI becomes part of everyday development. We're seeing this conversa
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@pow_devs
Who actually owns AI-assisted code? It's a question more teams are running into as AI becomes part of everyday development. We're seeing this conversation come up more and more in real workplaces. We're curious where your team stands. Drop your thoughts or what you've encountered in the comments.
#Agenticcoding Reel by @deeprag.ai - An autonomous AI agent just worked non-stop for 7 days straight… and built an entire browser from scratch. 🤯 No breaks. No supervision. No burnout.
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@deeprag.ai
An autonomous AI agent just worked non-stop for 7 days straight… and built an entire browser from scratch. 🤯 No breaks. No supervision. No burnout. This isn’t just automation... it’s the next phase of agentic AI systems. Instead of responding to prompts, the AI planned tasks, wrote code, debugged errors, tested features, and iterated continuously. We’re entering an era where AI agents can autonomously build software, manage workflows, and execute multi-step projects without constant human input. This changes everything for: • Software development • Startup building • DevOps automation • Browser engineering • Autonomous coding systems • AI-driven productivity The real story isn’t that it built a browser. It’s that it stayed goal-oriented for a week and completed the mission. That’s long-horizon reasoning. That’s persistent AI execution. That’s the future of autonomous artificial intelligence. Follow @deeprag.ai for daily insights on AI agents, large language models (LLMs), generative AI, automation tools, and the future of intelligent systems. 🔥 . . . . . . #ArtificialIntelligence #AIAgents #AutonomousAI #MachineLearning #GenerativeAI LLM AIRevolution FutureOfAI TechInnovation CodingWithAI SoftwareDevelopment AIStartup Automation DeepLearning TechNews
#Agenticcoding Reel by @daviss.dev (verified account) - Comment "SWARM" and I'll send you the full setup guide for running AI agent teams in your terminal. Autonomous tool-based AI combined with agent-to-a
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@daviss.dev
Comment “SWARM” and I’ll send you the full setup guide for running AI agent teams in your terminal. Autonomous tool-based AI combined with agent-to-agent communication is quietly becoming the most powerful workflow in software development right now. Here’s what’s actually happening under the hood: → A team lead agent breaks down a task into discrete work items → Sub-agents spawn into their own context windows — no shared hallucination → Each agent works in parallel across different files in your codebase → They message each other directly through an inbox-based protocol → When one agent finishes, dependent agents automatically pick up where it left off → A code validator checks everything before it ships This isn’t theoretical. This is an experimental feature inside Claude Code right now that most developers haven’t touched yet. One environment variable turns it on. Run it inside tmux and you can watch multiple AI instances coding simultaneously in split-screen terminal panes. The key insight: autonomy without constraints is chaos. But when you give agents specific rules, formatting standards, and validation checkpoints — you get hyper-focused entities that write, refactor, and repeat with precision. Opus as the orchestrator. Sonnet for sub-agents. Costs stay manageable. This is A2A. Agent-to-agent protocol meets autonomous tool usage. And it’s running locally in your terminal — no browser exposure, no security surface area. Full setup guide covers install, configuration, sub-agents, agent teams, six real use cases, cost optimization, and troubleshooting. Comment “SWARM” to get it. #aiagents #claudecode #ai #dev #operatoros @claudeai @operatoros.ai
#Agenticcoding Reel by @towards_ai - Cursor helps you drive. 💻 Claude Code takes the wheel. 👀 The real difference between modern AI tools isn't the model. It's who's in control of the
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@towards_ai
Cursor helps you drive. 💻 Claude Code takes the wheel. 👀 The real difference between modern AI tools isn’t the model. It’s who’s in control of the workflow. We break this down step by step at the TowardsAI Academy, from system design to safe execution. This is where AI is heading. ⚙️ #AgentWorkflows #AIBuilders #TowardsAI
#Agenticcoding Reel by @guepardrun - We just let AI deploy a feature to a live production environment. No staging. No manual coding. No risky database manipulation. In this demo, our co
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@guepardrun
We just let AI deploy a feature to a live production environment. No staging. No manual coding. No risky database manipulation. In this demo, our community builder Yassine Ghorbel shows how AI agents can safely: •Clone a production database in one click • Work in a fully isolated sandbox • Plan a feature (discount system) autonomously • Update backend + frontend code • Modify the database schema • Run CI/CD tests • Instantly rollback if anything goes wrong The key? Combining AI agents with the Guepard MCP Server & CLI to create production-grade sandboxes from real data without putting actual users at risk. This is what autonomous feature development looks like. AI isn’t just generating code anymore. It’s planning, executing, testing, and validating safely. 👇 Link to the full demo in the comments.
#Agenticcoding Reel by @dallionking (verified account) - Your AI agent is coding blind. It's guessing APIs from memory. Using outdated patterns. Hallucinating functions that don't exist. Two tools fix th
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@dallionking
Your AI agent is coding blind. It’s guessing APIs from memory. Using outdated patterns. Hallucinating functions that don’t exist. Two tools fix this: EXA — AI-native search engine. Your agent searches the web in real time. Code examples, research papers, company intel. Not Google results. Neural search that actually understands what you need. Firecrawl — Web scraper + autonomous research agent. Give it a URL, get clean markdown. Or just say “research this” and it browses the internet on its own. They even have cloud browser sessions now. Together: EXA finds it. Firecrawl reads it. Your agent builds with real context. We use this daily for strategy research, documentation, competitive analysis everything goes through EXA and Firecrawl before a single line of code gets written. One command each to install. Setup guide is in the Discord — give it to your agent and it installs everything for you. Stop guessing. Start researching. Comment SIGMA for the Discord link. — #claudecode #aiagent #codex #openai #anthropic exa firecrawl mcp modelcontextprotocol aicoding vibecoding webscrapingai neuralsearch aitools devtools softwareengineering programming buildinpublic airesearch agenticai codingtools machinelearning techtools saas indiehacker foundertips aidev claudeai codingwithAI fullstackdev
#Agenticcoding Reel by @remoteree - 5 Levels of AI Engineering Ops: Code Helper → Repo Agent → CI/CD Workflows (LangGraph/AutoGen) → DevOps Functions → OpenClaw SRE #AIAgents #LangGraph
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@remoteree
5 Levels of AI Engineering Ops: Code Helper → Repo Agent → CI/CD Workflows (LangGraph/AutoGen) → DevOps Functions → OpenClaw SRE #AIAgents #LangGraph #CrewAI #AutoGen #OpenClaw
#Agenticcoding Reel by @dallionking (verified account) - Context engineering is the difference between AI that kinda works and AI that builds like a senior dev. I just broke down the full setup - Augment
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@dallionking
Context engineering is the difference between AI that kinda works and AI that builds like a senior dev. I just broke down the full setup — Augment Intent, 21 custom agents, 4 verification gates, and how context engineering makes your AI actually understand your codebase. This is the same orchestration layer powering everything we build at the Academy. And yes, it’s open source. Comment “SIGMA” below and I’ll send you the Discord link to grab the full 21-agent starter kit from our #resources channel. #contextengineering #aiagents #augmentintent #aicoding vibecoding aiarchitect aiprogramming aideveloper softwareengineering buildinpublic opensource agenticai codingtools devtools techcommunity aitools2025 promptengineering machinelearning artificialintelligence learntocode
#Agenticcoding Reel by @samin_yasar12 (verified account) - Discover how individual AI agents with unique memory and context can manage tasks end-to-end. Access your browser and codebase with this powerful new
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@samin_yasar12
Discover how individual AI agents with unique memory and context can manage tasks end-to-end. Access your browser and codebase with this powerful new model. Learn how it revolutionizes project completion.
#Agenticcoding Reel by @samin_yasar12 (verified account) - Discover how individual AI agents with unique memory and context can manage tasks end-to-end. Access your browser and codebase with this powerful new
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@samin_yasar12
Discover how individual AI agents with unique memory and context can manage tasks end-to-end. Access your browser and codebase with this powerful new model. Learn how it revolutionizes project completion.

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