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Benni Alencar

Node.js + React dev. If prod breaks, call me. I build automations that run without me. DX > hype. Learning in public to help beginners avoid my mistakes.

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Compiling Natural Language to Typed DAGs: Eliminating AI Agent Prompt Injection and 60% Token Waste in Python
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Compiling Natural Language to Typed DAGs: Eliminating AI Agent Prompt Injection and 60% Token Waste in Python

#ai #python #security #programming
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2 min read
Bi-Temporal Knowledge Graphs for AI Agents: Cutting Context Blowout by 74% in Python
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Bi-Temporal Knowledge Graphs for AI Agents: Cutting Context Blowout by 74% in Python

#ai #python #datascience #programming
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2 min read
Reality Lock: Eliminating AI Agent 'Hallucination of Done' via Cryptographic Proofs in Python
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Reality Lock: Eliminating AI Agent 'Hallucination of Done' via Cryptographic Proofs in Python

#ai #python #security #architecture
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2 min read
High-Speed, Zero-Token-Waste Autonomous Browser Engine for AI Agents
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High-Speed, Zero-Token-Waste Autonomous Browser Engine for AI Agents

#ai #python #webdev #automation
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2 min read
Deterministic Zero-Cloud Evaluation for AI Agents: Eliminating LLM-Judge Token Burn via Cryptographic Receipts
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Deterministic Zero-Cloud Evaluation for AI Agents: Eliminating LLM-Judge Token Burn via Cryptographic Receipts

#ai #testing #python #architecture
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Ephemeral AST Code Sandboxes for AI Agents: Zero Cold-Start Execution Without Cloud VM Latency
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Ephemeral AST Code Sandboxes for AI Agents: Zero Cold-Start Execution Without Cloud VM Latency

#python #security #ai #devops
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2 min read
Autonomous Deep Research for AI Agents: Eliminating Hallucinated Citations and 85% Token Burn in Python
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Autonomous Deep Research for AI Agents: Eliminating Hallucinated Citations and 85% Token Burn in Python

#ai #python #datascience #opensource
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2 min read
Building Model Context Protocol (MCP) Servers in 5 Lines of Python — The FastAPI of MCP
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Building Model Context Protocol (MCP) Servers in 5 Lines of Python — The FastAPI of MCP

#python #ai #webdev #productivity
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2 min read
How to Run 30B MoE Models on an 8GB Consumer GPU with Hybrid Offloading in Python
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How to Run 30B MoE Models on an 8GB Consumer GPU with Hybrid Offloading in Python

#ai #python #machinelearning #opensource
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Stop AI Agent Runaway Loops: Building Crash-Resilient, Resumable State Machines in Python
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Stop AI Agent Runaway Loops: Building Crash-Resilient, Resumable State Machines in Python

#python #ai #architecture #programming
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Securing Autonomous AI Agents: Zero-Trust Defense Against Indirect Prompt Injections in <0.4ms
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Securing Autonomous AI Agents: Zero-Trust Defense Against Indirect Prompt Injections in <0.4ms

#security #ai #python #infosec
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