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Ramsis Hammadi

Building Helix, an outbound desk for founders who sell to local shops. Find, score, and email plumbers, clinics, and bakeries without the spam. 4+ yrs in AI

Joined Joined on  Personal website http://app.helix-leads.com/ github website twitter website

Education

Master's in Big Data & Data Science

Work

GenAI Expert

Find local clients without guessing who needs a website
rams901 profile

Find local clients without guessing who needs a website

#buildinpublic #webdev #saas #startup
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7 min read
You don't retrain For You when the product changes. You change a weight. I simulated that loop.
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You don't retrain For You when the product changes. You change a weight. I simulated that loop.

#recommender #python #simulation #testing
1
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4 min read
Google AI Studio Mobile + Gemini Managed Agents: Build and Deploy AI Agents Without Infrastructure in 2026
rams901 profile

Google AI Studio Mobile + Gemini Managed Agents: Build and Deploy AI Agents Without Infrastructure in 2026

#google #ai #webdev #tutorial
3
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9 min read
Anthropic Self-Hosted Sandboxes + MCP Tunnels: Enterprise AI Agents That Keep Your Data Behind Your Walls
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Anthropic Self-Hosted Sandboxes + MCP Tunnels: Enterprise AI Agents That Keep Your Data Behind Your Walls

#news #claude #ai #webdev
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9 min read
Hallmark: Stop AI-Generated UI Slop in One Command in 2026
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Hallmark: Stop AI-Generated UI Slop in One Command in 2026

#design #ai #productivity #tutorial
2
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8 min read
GitHub Spec Kit: How 104K Developers Are Making AI Plan Before It Codes in 2026
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GitHub Spec Kit: How 104K Developers Are Making AI Plan Before It Codes in 2026

#github #ai #vibecoding #tutorial
1
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9 min read
Cursor Composer 2.5: Targeted RL, Self-Correction, and a Million-GPU Training Run
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Cursor Composer 2.5: Targeted RL, Self-Correction, and a Million-GPU Training Run

#news #cursor #ai #performance
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9 min read
The Return of Recursion: How 5M-Parameter Models Are Outperforming Frontier LLMs on Reasoning in 2026
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The Return of Recursion: How 5M-Parameter Models Are Outperforming Frontier LLMs on Reasoning in 2026

#news #ai #recursive #opensource
2
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11 min read
X's Feed Ranking Algorithm: How Grok Ranks 500M Posts in 200ms
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X's Feed Ranking Algorithm: How Grok Ranks 500M Posts in 200ms

#ai #llm #architecture #webdev
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8 min read
DeepSeek-V3: The 671B MoE Model You Can Run Locally in 2026
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DeepSeek-V3: The 671B MoE Model You Can Run Locally in 2026

#ai #deepseek #webdev #llm
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9 min read
Codex Mobile: Control AI Coding Agents From Your Phone in 2026
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Codex Mobile: Control AI Coding Agents From Your Phone in 2026

#ai #openai #productivity #tutorial
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9 min read
Claude Code Routines: Automate AI Workflows on Autopilot in 2026
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Claude Code Routines: Automate AI Workflows on Autopilot in 2026

#ai #automation #claude #devops
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9 min read
OpenAI Agents SDK: Sandbox Execution and Model-Native Harness in 2026
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OpenAI Agents SDK: Sandbox Execution and Model-Native Harness in 2026

#openai #ai #claude #agents
3
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8 min read
CLAUDE.md Rules: How to Cut AI Coding Mistakes from 40% to 3% in 2026
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CLAUDE.md Rules: How to Cut AI Coding Mistakes from 40% to 3% in 2026

#claude #ai #webdev #tutorial
6
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11 min read
Claude Code Ultraplan: Cloud-Based AI Planning in 2026 — A Hands-On Tutorial
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Claude Code Ultraplan: Cloud-Based AI Planning in 2026 — A Hands-On Tutorial

#claude #cli #tutorial #cloud
3
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8 min read
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