Pall Tomas@BanglaWorld_24
8h
p99: 14.2ms ➔ 1.1ms ⚡
Syscalls: 185k âž” 4.2k

Fix Rust & Go Mutex bottlenecks with Linux io_uring:
aidevtoolkit.blogspot.com/2026/10/solvin…
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Pall Tomas@BanglaWorld_24
8h
🚀 Cut Microservice Latency to 1.1ms!

Go & Rust P99 latency dropping via Linux io_uring.

Read guide & script:
👇
aidevtoolkit.blogspot.com/2026/10/solvin…
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Pall Tomas@BanglaWorld_24
8h
🚀 Fix Rust & Go Mutex Bottlenecks with io_uring!

• P99: 14.2ms ➔ 1.1ms
• Syscalls: 185k ➔ 4.2k

Diagnostic script & guide:
👇
aidevtoolkit.blogspot.com/2026/10/solvin…

#DevOps #Linux #RustLang #Golang
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Pall Tomas@BanglaWorld_24
8h
⚡ Handling 100k+ concurrent microservice requests?

P99 latency spikes in Go/Rust are often caused by Mutex lock contention and epoll syscall overhead.

Here is how offloading to Linux Kernel io_uring drops P99 latency from 14.2ms to 1.1ms (500k RPS test) 🧵👇
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Pall Tomas@BanglaWorld_24
8h
Replying to @BanglaWorld_24
đź“Š Benchmark Breakdown (500k RPS Stress Test):

🔹 Go Goroutines (Epoll): 14.2ms P99 | 185k syscalls/s 🔹 Rust Tokio (Epoll): 6.8ms P99 | 110k syscalls/s 🔹 Rust + io_uring: 1.1ms P99 | 4.2k syscalls/s
⚡ 97% syscall reduction via shared ring buffers!
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Pall Tomas@BanglaWorld_24
8h
Replying to @BanglaWorld_24
Read the complete architectural deep-dive & download the automated .sh diagnostic script to audit your kernel's I/O ring buffer capacity:

🔗 aidevtoolkit.blogspot.com/2026/10/solvin…

#Linux #DevOps #RustLang #Golang #SRE #CloudNative
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Pall Tomas@BanglaWorld_24
Oct 23
Low-overhead eBPF memory leak diagnostic blueprint + automated tuning script (.sh) for Linux 6.x & Kubernetes 🚀

Read the full guide here:
aidevtoolkit.blogspot.com/2026/10/elimin…
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Pall Tomas@BanglaWorld_24
Oct 23
Facing random OOMKills or memory leaks in your K8s pods? 🛠️

Here is a quick guide on using eBPF to trace kernel-level memory spikes, along with a ready-to-use .sh script:
aidevtoolkit.blogspot.com/2026/10/elimin…
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Pall Tomas@BanglaWorld_24
Oct 23
Fix Kubernetes memory spikes & OOMKills with eBPF! ⚡

Check out our diagnostic blueprint + free automated .sh script:
aidevtoolkit.blogspot.com/2026/10/elimin…
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Pall Tomas@BanglaWorld_24
Oct 23
Fix Kubernetes memory spikes & OOMKills with eBPF! ⚡

Trace kernel leaks & get our free automated .sh hardening script 👇
aidevtoolkit.blogspot.com/2026/10/elimin…

#eBPF #Kubernetes #DevOps #Linux
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Pall Tomas@BanglaWorld_24
Oct 23
🚀 Stop paying for expensive AI subscriptions!

We curated the top 100% free AI tools for software engineers & devs to build, code & scale for $0.

Show us some love on Product Hunt & drop your feedback! 👇
producthunt.com/products/stop-…

#ProductHunt #DevTools #AITools #BuildInPublic
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Pall Tomas@BanglaWorld_24
Oct 22
Hey SREs, quick sysctl guide + automated diagnostic script (.sh) for securing Linux Kernel 6.x VMA on K8s:

aidevtoolkit.blogspot.com/2026/10/automa…
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Pall Tomas@BanglaWorld_24
Oct 22
Fix host-level Linux 6.x memory leaks on K8s worker nodes. Download the free automated VMA audit script (.sh) here:

aidevtoolkit.blogspot.com/2026/10/automa…

#DevOps #Linux
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Pall Tomas@BanglaWorld_24
Oct 22
🚨 Linux Kernel 6.x VMA Lock Fix for K8s

sudo sysctl -w vm.max_map_count=262144
sudo sysctl -w vm.mmap_min_addr=65536

đź“ś Full audit script & guide:
aidevtoolkit.blogspot.com/2026/10/automa…

#DevOps #Kubernetes
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129
Pall Tomas@BanglaWorld_24
Oct 22
🚨 Linux 6.x VMA Lock Fix for K8s

Fix host-level kernel memory leaks in 2 steps:

sudo sysctl -w vm.max_map_count=262144
sudo sysctl -w vm.mmap_min_addr=65536

đź“ś Get full script & guide:
aidevtoolkit.blogspot.com/2026/10/automa…

#DevOps #Kubernetes #Linux #DevSecOps
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Pall Tomas@BanglaWorld_24
Oct 20
🛠️ Quick Linux Kernel Hardening: Secure active worker nodes against page allocation faults without reboots.

📦 Get sysctl scripts & policy bundle:
aidevtoolkit.blogspot.com/2026/10/kernel…

#Linux #CloudSecurity #K8s
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Pall Tomas@BanglaWorld_24
Oct 20
⚠️ Standard container image scanners (Trivy/Grype) won't detect kernel-level VMA race conditions.

🔍 Run automated node diagnostics & apply zero-downtime fixes:
aidevtoolkit.blogspot.com/2026/10/kernel…

#Cybersecurity #DevOps #SRE
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Pall Tomas@BanglaWorld_24
Oct 20
🚨 Linux Kernel 6.x VMA memory leak risk in multi-tenant K8s nodes!

⚡ Fast sysctl fix:
sudo sysctl -w vm.max_map_count=262144

đź“– Full analysis & node audit tool:
aidevtoolkit.blogspot.com/2026/10/kernel…

#DevOps #Linux #Kubernetes
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105
Pall Tomas@BanglaWorld_24
Oct 20
🚨 Cloud Security Alert: Unconfined page fault handling in Linux Kernel 6.x can leak raw memory across tenant container boundaries.

If you run high-density Kubernetes nodes, your workloads might be exposed to VMA race conditions. 🧵👇

#DevOps #Cybersecurity #Linux #Kubernetes
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Pall Tomas@BanglaWorld_24
Oct 20
Replying to @BanglaWorld_24
⚡ You don't need emergency node reboots to secure your nodes.

Enforce zero-downtime protection right now using these runtime sysctl policies:

sudo sysctl -w vm.max_map_count=262144 sudo sysctl -w vm.mmap_min_addr=65536
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Pall Tomas@BanglaWorld_24
Oct 20
Replying to @BanglaWorld_24
🔍 Read our full architectural analysis & access the automated node memory diagnostic tool package here:

👇 Full Article & Audit Script Bundle aidevtoolkit.blogspot.com/2026/10/kernel…
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