GenAI Built

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GenAI Built

GenAI Built

@GenAIbuilt

Building real AI systems, workflows & agents. Built. Tested. Shared.

شامل ہوئے Haziran 2024
7 فالونگ71 فالوورز
GenAI Built
GenAI Built@GenAIbuilt·
7. Content System Builder Prompt: "Using insights from this channel: [channel link], build me a complete plug-and-play content system including video ideas, hook templates, script structure, and posting strategy so I can replicate their growth fast."
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GenAI Built
GenAI Built@GenAIbuilt·
GOOGLE’S NOTEBOOKLM MIGHT BE ONE OF THE MOST UNDERRATED CONTENT TOOLS RIGHT NOW. You can feed it a viral YouTube channel… and it maps out the entire content strategy in seconds. 7 prompts. Zero guesswork. Pure content domination.
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GenAI Built
GenAI Built@GenAIbuilt·
Grok 4.20 introduces multi-Agent and the results are impressive. • Faster than a single agent • More accurate than running 4 separate agents This is coordinated parallelism, not just scaling copies. Multi-agent systems are becoming the new standard for performance.
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Nam Dinh
Nam Dinh@namd1nh·
Claude Code 2.1.80 introduces a subtle but important shift in how AI coding tools handle reliability and workflows. Here’s what changed and why it matters. Release snapshot: • 1 flag change • 17 CLI updates • 1 system prompt change Key highlights: • Memories are now validated against current files → Reduces reliance on stale context → Improves output accuracy in long sessions • Resume now restores full parallel tool results → Eliminates [Tool result missing] errors → Makes multi-step workflows actually usable • SQL analysis functions reinstated → Restores previously broken data workflows → Signals rollback of over-restriction in tool access What stands out (insight): This update is less about new capabilities and more about fixing trust in the system. AI coding tools don’t just need to be powerful. They need to be state-aware, consistent, and recoverable. Claude Code is clearly moving in that direction. Notable additions: • Rate limit visibility in CLI (5-hour + 7-day windows) → Better control for high-usage environments • Plugin system expansion (source: "settings") → Easier local customization without marketplace friction • Effort-level overrides via frontmatter → More control over model reasoning per task • Experimental --channels (MCP integration) → Early signal toward multi-agent / multi-source workflows Fixes that matter: • Parallel tool execution now fully recoverable • Voice mode stability improved (Cloudflare TLS issue) • API proxy + Bedrock + Vertex compatibility fixed • CLI navigation and permissions UX improved Industry implication: We’re seeing a shift from: “AI that generates code” → to “AI systems that can reliably operate over time” State management, tool orchestration, and session recovery are becoming core competitive advantages. The takeaway: Claude Code 2.1.80 isn’t flashy. But it quietly addresses one of the biggest gaps in AI tooling today: Reliability at scale.
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GenAI Built
GenAI Built@GenAIbuilt·
@namd1nh What’s interesting is this feels like a shift from model-centric progress to system-level maturity. Validating memory + restoring tool state is basically treating the agent like a long-running process, not a stateless prompt. That’s a different category of product.
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GenAI Built
GenAI Built@GenAIbuilt·
@Cointelegraph The real signal here is consolidation. Instead of shipping more standalone tools, OpenAI is tightening the loop between thinking (ChatGPT), doing (Codex), and accessing information (browser). That’s closer to a full-stack productivity layer than just another app.
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Cointelegraph
Cointelegraph@Cointelegraph·
🚨 NOW: OpenAI plans to merge ChatGPT, Codex, and its browser into a single desktop "superapp" aimed at simplifying the user experience, WSJ reports.
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GenAI Built
GenAI Built@GenAIbuilt·
@RoundtableSpace What’s interesting is the implicit infrastructure layer here. If models decide when to go multi-agent, we’re entering a phase where optimization isn’t just about prompts but about how intelligence is routed behind the scenes.
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0xMarioNawfal
0xMarioNawfal@RoundtableSpace·
ALL GROK MODELS ARE NOW UPGRADED TO VERSION 4.20 Auto mode automatically switches between single and multi-agent setups based on the task.
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GenAI Built
GenAI Built@GenAIbuilt·
Are we actually following the roadmap to reliable AI? Back in 2023, a clear direction emerged: RAG (Retrieval-Augmented Generation) as the path forward. Because LLMs alone still struggle with: • Hallucinations • Outdated knowledge • No traceability
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GenAI Built
GenAI Built@GenAIbuilt·
What we have today? Early-stage building blocks. The real shift is happening here: Models → Systems → Infrastructure The question now isn’t just how powerful models are. It’s how well we can engineer intelligence around them.
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