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Taha Echakiri

Infrastructure and AI architect. I build AI agents, automations and the self-hosted infrastructure that runs them at Netics. Writing about what holds up in production.

Location Paris, France Joined Joined on  Personal website https://www.linkedin.com/in/taha-echakiri/ github website twitter website

Work

Founder & Lead Engineer at Netics

Meta's Muse Wonder Adds a Memory Layer to Its Agent Models
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Meta's Muse Wonder Adds a Memory Layer to Its Agent Models

#llm #ai #devops #programming
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8 min read
SAP Starts Its Joule Work Rollout With Its Own Numbers Attached
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SAP Starts Its Joule Work Rollout With Its Own Numbers Attached

#ai #devops #programming
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7 min read
MediaTek's October Bulletin Puts 31 Chipset Flaws Behind One Firmware Update
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MediaTek's October Bulletin Puts 31 Chipset Flaws Behind One Firmware Update

#security #ai #devops #programming
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6 min read
The 2026 State of Open Source in Europe Report Puts Sovereignty in Numbers
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The 2026 State of Open Source in Europe Report Puts Sovereignty in Numbers

#opensource #ai #devops #programming
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6 min read
Ai2's Olmo-core 3 Keeps Every Expert on the GPU and Throughput Nearly Flat
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Ai2's Olmo-core 3 Keeps Every Expert on the GPU and Throughput Nearly Flat

#llm #ai #devops #programming
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6 min read
Automating Invoice Intake With Checks a Person Can Verify
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Automating Invoice Intake With Checks a Person Can Verify

#ai #devops #programming
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6 min read
ArtCraft's AI-Built Apps Bring Open-Source Pressure to Adobe
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ArtCraft's AI-Built Apps Bring Open-Source Pressure to Adobe

#ai #opensource #devops #programming
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7 min read
SparseEngine Puts Fifteen Sparse Attention Methods Behind One Lifecycle Contract
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SparseEngine Puts Fifteen Sparse Attention Methods Behind One Lifecycle Contract

#ai #opensource #devops #programming
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8 min read
Splunk's Patroni REST API Runs Operating-System Commands Without a Login
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Splunk's Patroni REST API Runs Operating-System Commands Without a Login

#security #opensource #ai #devops
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7 min read
NVIDIA Puts $1 Billion and Seven Supercomputers Behind the Genesis Mission
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NVIDIA Puts $1 Billion and Seven Supercomputers Behind the Genesis Mission

#ai #devops #programming
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7 min read
Scality's AI Inference Factory Keeps the Context Cache in Object Storage Over RDMA
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Scality's AI Inference Factory Keeps the Context Cache in Object Storage Over RDMA

#ai #opensource #devops #programming
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8 min read
F5's BIG-IP APM Heap Overflow Puts Remote Code Execution Behind an OAuth Profile
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F5's BIG-IP APM Heap Overflow Puts Remote Code Execution Behind an OAuth Profile

#security #ai #devops #programming
Comments 1
8 min read
Microsoft-Decision-1 Scores the Choices an Agent Has to Make
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Microsoft-Decision-1 Scores the Choices an Agent Has to Make

#llm #ai #devops #programming
Comments 1
8 min read
GitLab's AI Gateway Sandbox Escape Ends in Command Execution on Self-Hosted Instances
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GitLab's AI Gateway Sandbox Escape Ends in Command Execution on Self-Hosted Instances

#security #ai #devops #programming
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6 min read
How a Private RAG Assistant Answers From Your Own Documents
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How a Private RAG Assistant Answers From Your Own Documents

#ai #llm #devops #programming
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8 min read
What an AI Agent Harness Contains, and Why the Model Layer Stays Swappable
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What an AI Agent Harness Contains, and Why the Model Layer Stays Swappable

#ai #opensource #devops #programming
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7 min read
Claude Mythos Found a Critical HFS Bug, and Exploitation Followed Within a Day
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Claude Mythos Found a Critical HFS Bug, and Exploitation Followed Within a Day

#security #ai #opensource #devops
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7 min read
Zammad's Two-Flaw Exploit Chain and the Two Affected-Version Lists
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Zammad's Two-Flaw Exploit Chain and the Two Affected-Version Lists

#security #opensource #ai #devops
Comments 1
7 min read
Designing an AI Concierge That Qualifies Visitors With Facts You Publish
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Designing an AI Concierge That Qualifies Visitors With Facts You Publish

#ai #automation #llm #devops
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9 min read
Eight Atlassian Data Center Products Share One File-Read Flaw and One Patch Clock
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Eight Atlassian Data Center Products Share One File-Read Flaw and One Patch Clock

#security #ai #devops #programming
Comments 1
6 min read
An Unauthenticated KV Cache Server Puts Code Execution on Your Cluster Network
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An Unauthenticated KV Cache Server Puts Code Execution on Your Cluster Network

#security #ai #opensource #devops
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7 min read
AMD's Trillion-Dollar Mark Rests on the CPU Inside Personal Agents
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AMD's Trillion-Dollar Mark Rests on the CPU Inside Personal Agents

#ai #devops #programming
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7 min read
Europe Starts a 24-Hour Clock for Exploited Vulnerabilities
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Europe Starts a 24-Hour Clock for Exploited Vulnerabilities

#opensource #ai #devops #programming
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7 min read
Cloudflare Becomes a Certificate Authority for Post-Quantum Certificates
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Cloudflare Becomes a Certificate Authority for Post-Quantum Certificates

#security #cloud #ai #devops
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7 min read
The Rack Is Now a Power Contract: Density Numbers Decide Where Compute Lands
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The Rack Is Now a Power Contract: Density Numbers Decide Where Compute Lands

#ai #aws #devops #programming
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7 min read
Deutsche Telekom's €2.5 Billion AI Target Is a Measurement Design
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Deutsche Telekom's €2.5 Billion AI Target Is a Measurement Design

#ai #devops #programming
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7 min read
Designing an Automation Pipeline That a Human Approves at the Step That Matters
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Designing an Automation Pipeline That a Human Approves at the Step That Matters

#devops #cloud #automation #opensource
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7 min read
Open Weights Move the Cyber-Safety Boundary Beyond the Model
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Open Weights Move the Cyber-Safety Boundary Beyond the Model

#security #ai #devops #programming
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8 min read
Google Paused the OSS Bug Bounty: Triage Is the Scarce Skill
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Google Paused the OSS Bug Bounty: Triage Is the Scarce Skill

#security #opensource #ai #devops
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7 min read
DGX Spark at 64GB: What $4,999 of Local Compute Buys a Small Team
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DGX Spark at 64GB: What $4,999 of Local Compute Buys a Small Team

#ai #devops #programming
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6 min read
Gemini 4 Argon Arrives as a Gated Release With Frontier Numbers
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Gemini 4 Argon Arrives as a Gated Release With Frontier Numbers

#llm #ai #devops #programming
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7 min read
Anthropic's Open-Source Disclosure Ledger Shows Where Remediation Slows Down
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Anthropic's Open-Source Disclosure Ledger Shows Where Remediation Slows Down

#security #ai #opensource #devops
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6 min read
What Stateless MCP Simplifies and Leaves Exposed
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What Stateless MCP Simplifies and Leaves Exposed

#mcp #cloudflare #protocol #infrastructure
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7 min read
Meta Put a Proxy in Front of ZippyDB. The Real Win Is Control of the Mesh
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Meta Put a Proxy in Front of ZippyDB. The Real Win Is Control of the Mesh

#infrastructure #database #proxies
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8 min read
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