CodiLime

31/07/2026

Build it yourself or buy the platform? It's the question every network automation team eventually hits, and most treat it as a side to pick rather than a line to draw.

Our new newsletter gets practical: what to build, what to buy, and how agentic AI changes the math. Plus two real success stories from one team that built, and one that bought.

Read the latest issue 👉 https://hubs.ly/Q04qDrwK0

30/06/2026

The real value of AI isn't on top of your infrastructure. It's inside it.

That's the thesis of this month's edition of Networks 'n' Cloud Insider. While everyone's focused on agents and copilots, the work that actually gains you the most benefits is happening below the application layer, with classical ML pushed deep into the systems your infrastructure already runs on.

Inside this edition:

→ Our CTO, Krzysztof Wróbel, on why the agent is just the visible top of a much taller stack
→ ML-driven Kubernetes scheduling that cut job time from 37 minutes to 16
→ SYN flood detection compiled straight into an FPGA SmartNIC, at line rate
→ An AI firewall where the host CPU never touches a packet
→ And, for the agent crowd, how we actually secure MCP-connected agents on live network infrastructure

Read the full issue 👇
https://hubs.ly/Q04n1pKB0

09/06/2026

Most telecom operators sit between TM Forum's Level 2 and Level 3 automation. The gap between them looks like one sentence in the standards docs.

It's not one sentence of engineering.

It's five distinct programs of work, from rebuilding your source of truth to standing up loop governance, that have to land in roughly the right order.

Our latest article breaks down what's actually in that gap: not the strategy view, but the engineering reality of moving from

"we run scripts"
to
"the system observes its own state and corrects deviations against a policy."

Read the full piece on our blog 👇

Discover the engineering work that goes to progressing from TM forum's network automation level 2 to level 3.

03/06/2026

From a small Warsaw apartment to a trusted partner for Silicon Valley companies — CodiLime’s journey has been anything but ordinary. Over the last 15 years, we’ve grown into a team of 250+ engineers and architects helping shape the future of AI-ready network infrastructure. To our team, clients, and partners: thank you for being part of this story.
Here’s to the next 15 years! 🎂🚀

29/05/2026

ONUG Spring 2026 made one thing clear: AI is no longer just another workload the network has to carry. It's starting to reshape how networks are designed, operated, and secured.

Our Solutions Architect Tomasz Janaszka was there, and the new issue of Networks'n'Cloud Insider unpacks what he heard, including the two things that kept coming up across the event:

→ AI for networks — agents and automation that help run infrastructure
→ Networks for AI — fabrics, hybrid cloud, and observability built for AI workloads at scale

Plus the topics that were conveniently absent from the main stage.

Read this month's issue ↓
https://hubs.ly/Q04jfhRH0

22/05/2026

Traditional high-speed MVP development often leads to a "rewrite tax" that stalls future growth.
To solve this, we apply stricter quality gates to AI-generated code than we do to manual development. By enforcing "Day 0" CI/CD and automated scans for cognitive complexity, we ensure the foundation remains production-grade from the first commit.

Using this methodology, we delivered a functional, multi-tenant management layer in just 30 days with zero technical debt.

See case study: https://hubs.ly/Q04fBpnm0