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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

OpenCode's Breach Shows What a Stored Provider Key Costs
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OpenCode's Breach Shows What a Stored Provider Key Costs

#security #opensource #ai #devops
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7 min read
Two Critical PHP Bugs Leaked Early, and Four Branches Now Carry the Fix
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Two Critical PHP Bugs Leaked Early, and Four Branches Now Carry the Fix

#security #opensource #linux #ai
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8 min read
The World Bank Wants Small AI Built for Weak Connections
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The World Bank Wants Small AI Built for Weak Connections

#ai #devops #programming
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7 min read
DuckDB 2.0.0 LTS Ships Its Biggest Feature Release on a Support Clock
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DuckDB 2.0.0 LTS Ships Its Biggest Feature Release on a Support Clock

#cloud #devops #opensource #ai
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7 min read
A Security Audit Checklist for a 20-Person Company
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A Security Audit Checklist for a 20-Person Company

#security #ai #devops #programming
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9 min read
The Browser Becomes an AI Distribution Point: What Mozilla and Mistral Actually Changed
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The Browser Becomes an AI Distribution Point: What Mozilla and Mistral Actually Changed

#llm #ai #devops #programming
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5 min read
Eight eMudhra Intermediate CA Keys Rested on Eight Bits
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Eight eMudhra Intermediate CA Keys Rested on Eight Bits

#security #opensource #ai #devops
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7 min read
A Cost Comparison Method for Leaving the Public Cloud
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A Cost Comparison Method for Leaving the Public Cloud

#cloud #devops #aws #ai
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9 min read
A Vendor Backup Secret Opened Over 300 Microsoft 365 Tenants
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A Vendor Backup Secret Opened Over 300 Microsoft 365 Tenants

#ai #security #devops #programming
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8 min read
Qubic's Wallet Drain Traces Back to Predictable Randomness
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Qubic's Wallet Drain Traces Back to Predictable Randomness

#security #opensource #ai #devops
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7 min read
A Public Exploit Escapes Ubuntu Containers Before the Patch Ships
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A Public Exploit Escapes Ubuntu Containers Before the Patch Ships

#security #linux #ai #devops
2
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7 min read
DeepSeek Just Published the Blueprint for Training Agents at Scale
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DeepSeek Just Published the Blueprint for Training Agents at Scale

#ai #devops #programming
1
Comments
6 min read
AlmaLinux Hands the Certification Test Kit to Its Users — and Publishes the Results
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AlmaLinux Hands the Certification Test Kit to Its Users — and Publishes the Results

#linux #opensource #devops #ai
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5 min read
Google Routes Inference on KV-Cache Pressure: The Multi-Cluster GKE Gateway, Measured
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Google Routes Inference on KV-Cache Pressure: The Multi-Cluster GKE Gateway, Measured

#kubernetes #ai #devops #programming
3
Comments 1
7 min read
The Controller That Runs Your AI Data Center Had Hard-Coded Credentials
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The Controller That Runs Your AI Data Center Had Hard-Coded Credentials

#security #ai #devops #programming
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5 min read
Perplexity Red-Teamed Its Agent Sandbox: The VM Held, the Network Didn't
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Perplexity Red-Teamed Its Agent Sandbox: The VM Held, the Network Didn't

#security #ai #devops #programming
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6 min read
CERN and Mistral Plan Flare, a Foundation Model for Collider Physics
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CERN and Mistral Plan Flare, a Foundation Model for Collider Physics

#ai #devops #programming
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6 min read
Microsoft Finishes a 2.8-Trillion-Parameter Base Model, Plans Foundry Licensing
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Microsoft Finishes a 2.8-Trillion-Parameter Base Model, Plans Foundry Licensing

#llm #ai #devops #programming
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7 min read
Microsoft's October 2026 Updates Fix 1,400+ Flaws at Two Trust Boundaries
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Microsoft's October 2026 Updates Fix 1,400+ Flaws at Two Trust Boundaries

#security #ai #devops #programming
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8 min read
Stolen AI API Keys Are Now the Attack Currency
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Stolen AI API Keys Are Now the Attack Currency

#security #ai #devops #programming
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6 min read
NVIDIA Open-Sources Run:ai and Moves GPU Scheduling Into a Shared Repository
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NVIDIA Open-Sources Run:ai and Moves GPU Scheduling Into a Shared Repository

#kubernetes #ai #devops #opensource
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7 min read
Ahsay Ships a Second Round of Fixes for Two Chained Flaws on Backup Servers
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Ahsay Ships a Second Round of Fixes for Two Chained Flaws on Backup Servers

#security #ai #devops #programming
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6 min read
Gartner Sizes the AI Capacity Bill at $8.5 Trillion and Counts $3.6 Trillion of Revenue
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Gartner Sizes the AI Capacity Bill at $8.5 Trillion and Counts $3.6 Trillion of Revenue

#ai #devops #programming
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6 min read
The Zimbra Bug That Turned a Monitoring Add-on into a Command Line
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The Zimbra Bug That Turned a Monitoring Add-on into a Command Line

#security #ai #devops #programming
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6 min read
An Ivanti Connect Secure Chain Turns a Spoofed Request Into Root Access
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An Ivanti Connect Secure Chain Turns a Spoofed Request Into Root Access

#security #ai #devops #programming
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6 min read
Cisco SD-WAN Manager Auth Bypass: Actively Exploited, No Workaround (CVE-2026-76504)
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Cisco SD-WAN Manager Auth Bypass: Actively Exploited, No Workaround (CVE-2026-76504)

#security #ai #devops #programming
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6 min read
Scaleway Adds GPU Zones in Two Countries on Two Accelerator Families
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Scaleway Adds GPU Zones in Two Countries on Two Accelerator Families

#cloud #devops #ai #programming
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6 min read
Anthropic's $11.6B Akamai Commitment: The Commercial Economics of the CPU Serving Layer
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Anthropic's $11.6B Akamai Commitment: The Commercial Economics of the CPU Serving Layer

#ai #devops #programming
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6 min read
Designing Alerts That Explain an Incident
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Designing Alerts That Explain an Incident

#cloud #devops #opensource #ai
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7 min read
Tesla Flying Car: How the Roadster Rocket Uses Compressed Air
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Tesla Flying Car: How the Roadster Rocket Uses Compressed Air

#ai #devops #programming
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6 min read
Cloudflare Hyperdrive Serves MySQL From One Canonical Copy of a Query Result
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Cloudflare Hyperdrive Serves MySQL From One Canonical Copy of a Query Result

#cloud #devops #ai #programming
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6 min read
Dialect Fine-Tuning Starts With Data Curation: What NVIDIA's Nemotron Recipe Shows
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Dialect Fine-Tuning Starts With Data Curation: What NVIDIA's Nemotron Recipe Shows

#llm #ai #devops #programming
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6 min read
AMD Helion Sizes a Rack Around the Work Agents Do Between Model Calls
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AMD Helion Sizes a Rack Around the Work Agents Do Between Model Calls

#ai #opensource #devops #programming
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6 min read
A Lobby-Funded Study Prices Europe's Cloud Rules at €115 Billion
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A Lobby-Funded Study Prices Europe's Cloud Rules at €115 Billion

#aws #ai #devops #programming
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8 min read
Disclosure Doubled and Exploitation Followed: What GTIG's AI-Era Data Actually Shows
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Disclosure Doubled and Exploitation Followed: What GTIG's AI-Era Data Actually Shows

#security #ai #devops #programming
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7 min read
The NetScaler Payloads That Create Their Own Superusers and Hide in CSS URLs
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The NetScaler Payloads That Create Their Own Superusers and Hide in CSS URLs

#security #ai #devops #programming
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7 min read
Four States Put TP-Link's Router Security Claims on the Record
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Four States Put TP-Link's Router Security Claims on the Record

#ai #devops #programming
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8 min read
SonicWall's SMA1000 SSRF Reached Security Decoys Two Days After the Patch
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SonicWall's SMA1000 SSRF Reached Security Decoys Two Days After the Patch

#security #ai #devops #programming
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7 min read
Microsoft's Maia 300 Publishes Rack Numbers for Its Own Inference Silicon
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Microsoft's Maia 300 Publishes Rack Numbers for Its Own Inference Silicon

#ai #devops #programming
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8 min read
CISA's Five Legacy Flaws Turn a Patch Order Into an Inventory Job
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CISA's Five Legacy Flaws Turn a Patch Order Into an Inventory Job

#security #opensource #linux #ai
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8 min read
Britain Puts Frontier AI to Work on Its Own Vulnerability Backlog
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Britain Puts Frontier AI to Work on Its Own Vulnerability Backlog

#security #ai #devops #programming
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8 min read
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
Comments 1
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
10
Comments 1
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
5
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
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