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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

QuePaxa Lets a Global Control Plane Keep Deciding While Links Stall
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QuePaxa Lets a Global Control Plane Keep Deciding While Links Stall

#cloud #devops #opensource #ai
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9 min read

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Qdrant 1.20 Stores Vectors on a Quarter of the Bits, With Measured Recall
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Qdrant 1.20 Stores Vectors on a Quarter of the Bits, With Measured Recall

#cloud #devops #llm #opensource
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8 min read
PostgreSQL 19 Ships on 19 November and PostgreSQL 14 Leaves Support
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PostgreSQL 19 Ships on 19 November and PostgreSQL 14 Leaves Support

#cloud #devops #opensource #ai
Comments
6 min read
Jensen Huang Resigns: Nvidia Faces a Leadership Test
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Jensen Huang Resigns: Nvidia Faces a Leadership Test

#ai #devops #programming
Comments
9 min read
N-able Took Hosted N-central Offline After a 33-Issue Disclosure
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N-able Took Hosted N-central Offline After a 33-Issue Disclosure

#security #ai #devops #programming
Comments
6 min read
Kubernetes v1.37 Hardens the Volume You Already Mount
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Kubernetes v1.37 Hardens the Volume You Already Mount

#kubernetes #ai #devops #programming
Comments
5 min read
NVIDIA Opens Its Scale-Up Fabric to Korean NPUs
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NVIDIA Opens Its Scale-Up Fabric to Korean NPUs

#ai #devops #programming
Comments
7 min read
NVIDIA Publishes a Management Plane for GPU Clusters and Documents Its Limits
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NVIDIA Publishes a Management Plane for GPU Clusters and Documents Its Limits

#kubernetes #ai #devops #opensource
Comments
8 min read
Anthropic Ships Claude Fable 5.2 With Effort Tiers That Set the Bill
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Anthropic Ships Claude Fable 5.2 With Effort Tiers That Set the Bill

#llm #ai #devops #programming
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8 min read
Executing Workflows Should Be a Permission, Not a Default
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Executing Workflows Should Be a Permission, Not a Default

#devops #cloud #ai #programming
Comments
5 min read
Agent Substrate Reaches 1.0 as Google Hands Its Agent Stack to the CNCF
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Agent Substrate Reaches 1.0 as Google Hands Its Agent Stack to the CNCF

#kubernetes #ai #devops #opensource
Comments
8 min read
AWS Continuum Validates and Ranks Code Vulnerabilities
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AWS Continuum Validates and Ranks Code Vulnerabilities

#security #aws #ai #devops
Comments
8 min read
A Frozen Benchmark Measures What a Leaderboard Hides
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A Frozen Benchmark Measures What a Leaderboard Hides

#llm #ai #devops #programming
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8 min read
The AI Labs' Public Pacing Calls Are Now Antitrust Evidence
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The AI Labs' Public Pacing Calls Are Now Antitrust Evidence

#ai #devops #programming
Comments
6 min read
GitHub Puts Merge Readiness at the Top of the Pull Request
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GitHub Puts Merge Readiness at the Top of the Pull Request

#devops #cloud #ai #programming
Comments
7 min read
Compute Engine Adds Immutable Date Versions Beside the v1 API
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Compute Engine Adds Immutable Date Versions Beside the v1 API

#cloud #devops #ai #programming
Comments
7 min read
Proxmox Backup Jobs: Retention, Verification and a Restore Drill
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Proxmox Backup Jobs: Retention, Verification and a Restore Drill

#devops #opensource #ai #programming
Comments
9 min read
GPT-6 Prompt Caching Makes Latency and Cost an Engineering Choice
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GPT-6 Prompt Caching Makes Latency and Cost an Engineering Choice

#llm #ai #devops #programming
Comments
5 min read
Cloudflare Maps a Post-Quantum Path for Privacy Pass Credentials
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Cloudflare Maps a Post-Quantum Path for Privacy Pass Credentials

#security #cloud #ai #devops
Comments
8 min read
GitHub Rebuilds Git Storage Around Reference Compare-and-Swap
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GitHub Rebuilds Git Storage Around Reference Compare-and-Swap

#devops #cloud #opensource #ai
Comments
7 min read
Chainalysis Says Live Tokens for Every User Were Exposed
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Chainalysis Says Live Tokens for Every User Were Exposed

#security #ai #devops #programming
Comments
8 min read
NVIDIA Topograph Treats GPU Placement as a Live Topology Problem
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NVIDIA Topograph Treats GPU Placement as a Live Topology Problem

#ai #devops #programming
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5 min read
DoW Instruction 8430.01: Agent Traceability, Human Approval of Changes to Critical Functions and Data Boundaries
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DoW Instruction 8430.01: Agent Traceability, Human Approval of Changes to Critical Functions and Data Boundaries

#ai #devops #programming
Comments
7 min read
NVIDIA Answers HBM Pressure With Tiering: 3% More Memory, 30x More Throughput per Dollar
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NVIDIA Answers HBM Pressure With Tiering: 3% More Memory, 30x More Throughput per Dollar

#ai #devops #programming
Comments
8 min read
Google Cloud's Z4M Puts 168,000 GiB of Local SSD Behind AI Checkpoints
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Google Cloud's Z4M Puts 168,000 GiB of Local SSD Behind AI Checkpoints

#cloud #devops #ai #programming
Comments
7 min read
Worker Previews Give Every Change a Place to Prove Itself
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Worker Previews Give Every Change a Place to Prove Itself

#cloud #devops #ai #programming
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5 min read
An Agent Converts Sentinel and OPA Policy Into Terraform Policy
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An Agent Converts Sentinel and OPA Policy Into Terraform Policy

#devops #cloud #opensource #ai
Comments
7 min read
A Trusted Public Certificate Authenticates as Any LXD Client
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A Trusted Public Certificate Authenticates as Any LXD Client

#devops #linux #ai #programming
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7 min read
A Signed Puppet Report Reaches the Certificate Authority
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A Signed Puppet Report Reaches the Certificate Authority

#security #opensource #ai #devops
Comments
7 min read
Salesforce on Google Cloud: The Agent Stack Gets a Shared Foundation
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Salesforce on Google Cloud: The Agent Stack Gets a Shared Foundation

#ai #devops #programming
Comments
6 min read
GKE Workspaces Puts Notebooks on Your Own Cluster's Accelerators
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GKE Workspaces Puts Notebooks on Your Own Cluster's Accelerators

#kubernetes #ai #devops #programming
Comments 1
8 min read
AWS Puts the Region Inside the AS Path on Direct Connect
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AWS Puts the Region Inside the AS Path on Direct Connect

#devops #aws #ai #programming
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7 min read
Docker Sandboxes Put an Agent's Checkout in One of Three Places
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Docker Sandboxes Put an Agent's Checkout in One of Three Places

#ai #docker #opensource #devops
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8 min read
The OpenAI Agents API Makes the Harness a Managed Product
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The OpenAI Agents API Makes the Harness a Managed Product

#ai #devops #programming
Comments
6 min read
Cloudflare Publishes a Wire Service for Critical Vulnerabilities
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Cloudflare Publishes a Wire Service for Critical Vulnerabilities

#security #cloud #ai #devops
Comments
7 min read
A Backdoor Sat in the Firmware Partition of 1.3 Million Set-Top Boxes
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A Backdoor Sat in the Firmware Partition of 1.3 Million Set-Top Boxes

#ai #security #devops #programming
Comments
8 min read
Grafana Puts a Sampling Budget Behind Every Trace It Keeps
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Grafana Puts a Sampling Budget Behind Every Trace It Keeps

#cloud #devops #opensource #ai
1
Comments
8 min read
AWS Frontier Agents Earn Autonomy by Keeping an Approval Gate
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AWS Frontier Agents Earn Autonomy by Keeping an Approval Gate

#security #aws #ai #devops
1
Comments
6 min read
LLMJacking Turns Stolen Cloud Credentials Into a Resale Market for Model Access
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LLMJacking Turns Stolen Cloud Credentials Into a Resale Market for Model Access

#security #ai #opensource #devops
1
Comments
8 min read
Lambda Web Functions Run an Ordinary HTTP Server With 128 Requests per Environment
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Lambda Web Functions Run an Ordinary HTTP Server With 128 Requests per Environment

#cloud #devops #aws #ai
1
Comments
6 min read
AlloyDB Omni Adds a Read-Only Web UI for Cluster Observability
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AlloyDB Omni Adds a Read-Only Web UI for Cluster Observability

#cloud #devops #ai #programming
1
Comments
6 min read
NVIDIA Pins the Runtime Under Dynamo to a Validated Recipe, Version by Version
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NVIDIA Pins the Runtime Under Dynamo to a Validated Recipe, Version by Version

#kubernetes #ai #devops #programming
1
Comments
7 min read
Cloudflare Puts WAF and Workers in Front of Origins That Keep a Private IP
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Cloudflare Puts WAF and Workers in Front of Origins That Keep a Private IP

#devops #cloud #ai #programming
1
Comments 1
6 min read
Cloudflare Counts 18.2 Million DDoS Attacks in Q3 2026, and 96% Ended Under Ten Minutes
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Cloudflare Counts 18.2 Million DDoS Attacks in Q3 2026, and 96% Ended Under Ten Minutes

#security #cloud #ai #devops
1
Comments
8 min read
A Self-Hosted Code Review Bot Invented a CVE That Was Never Issued
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A Self-Hosted Code Review Bot Invented a CVE That Was Never Issued

#security #opensource #ai #devops
1
Comments 3
8 min read
AI Coding Agents Now Ship Software. Plugin4Shell Shows Nobody Checks the Package
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AI Coding Agents Now Ship Software. Plugin4Shell Shows Nobody Checks the Package

#ai #security #devops #programming
1
Comments
7 min read
Amazon Bedrock AgentCore Opens a Live Preview of the App a Coding Agent Is Building
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Amazon Bedrock AgentCore Opens a Live Preview of the App a Coding Agent Is Building

#ai #aws #devops #programming
1
Comments
6 min read
A GKE API Timeout Traced to Three Bugs in Three Layers
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A GKE API Timeout Traced to Three Bugs in Three Layers

#devops #kubernetes #linux #ai
Comments 3
9 min read
Google Cloud Spend Caps Reach General Availability With an API and Live Costs
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Google Cloud Spend Caps Reach General Availability With an API and Live Costs

#cloud #devops #ai #programming
1
Comments
8 min read
Microsoft's Network DLP Now Watches AI Agent Uploads. Roll It Out in Audit Mode
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Microsoft's Network DLP Now Watches AI Agent Uploads. Roll It Out in Audit Mode

#security #ai #devops #programming
1
Comments
7 min read
Cloudflare Origin Range Requests Serve Large Files From Cache Chunks
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Cloudflare Origin Range Requests Serve Large Files From Cache Chunks

#devops #cloud #opensource #ai
1
Comments
8 min read
A Minimal CI/CD Pipeline for a Small Team: What to Automate First
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A Minimal CI/CD Pipeline for a Small Team: What to Automate First

#devops #cloud #docker #opensource
Comments
8 min read
Qdrant 1.20 Ranks Keyword Matches Inside the Full-Text Index
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Qdrant 1.20 Ranks Keyword Matches Inside the Full-Text Index

#cloud #devops #llm #opensource
1
Comments
9 min read
Europe's Sovereignty Package Draws a Line Most Clouds Will Not Cross
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Europe's Sovereignty Package Draws a Line Most Clouds Will Not Cross

#ai #devops #programming
1
Comments
6 min read
Three MoE Inference Optimizations NVIDIA Measured on DGX Spark
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Three MoE Inference Optimizations NVIDIA Measured on DGX Spark

#ai #opensource #devops #programming
Comments
8 min read
NVIDIA Mission Control 2.5 Brings Autonomous Recovery to Kubernetes Jobs
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NVIDIA Mission Control 2.5 Brings Autonomous Recovery to Kubernetes Jobs

#ai #kubernetes #devops #programming
Comments
8 min read
Google Cloud Turns the Wiz Runtime Sensor Into a GKE Add-On
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Google Cloud Turns the Wiz Runtime Sensor Into a GKE Add-On

#security #kubernetes #ai #devops
Comments
8 min read
Oracle PeopleSoft Exploitation: How One Encoded Character Bypassed a WAF Rule
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Oracle PeopleSoft Exploitation: How One Encoded Character Bypassed a WAF Rule

#security #ai #devops #programming
Comments
7 min read
Kubernetes Starts Writing a Conformance Standard for Workloads
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Kubernetes Starts Writing a Conformance Standard for Workloads

#kubernetes #ai #devops #opensource
Comments
6 min read
Vertiv Sells a Rack-Scale AI Package Validated Before It Ships
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Vertiv Sells a Rack-Scale AI Package Validated Before It Ships

#ai #devops #programming
Comments
7 min read
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