GPT-6.1 Sol: A Practical Guide
TL;DR GPT-6.1 Sol provides near-flagship intelligence for software development, computer use, and multi-step agentic workflows at one-fifth the stan…
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The Definitive Guide to the Claude Agent SDK
TL;DR The Claude Agent SDK programmatically exposes the agent harness powering Claude Code, managing the autonomous context, reasoning, and tool-exe…
The Definitive Guide to the DeepSeek API: Architecture, Pricing, and Production Integration
TL;DR The DeepSeek API provides OpenAI-compatible access to frontier Mixture-of-Experts and reasoning models at token costs up to 90% below legacy p…
API Calls: A Practical Guide
TL;DR An API call is a network transaction governed by standard HTTP specifications where a client exchanges structured messages with a remote serve…
AI red teaming methodology for customer-facing chatbots
Originally published on the ClearPath Security site: https://clearpathsecurity.co.uk/ai-red-teaming-methodology-for-customer-facing-chatbots/ Custom…
Prompt injection attacks explained with real examples and defences
Originally published on the ClearPath Security site: https://clearpathsecurity.co.uk/prompt-injection-attacks-explained-with-real-examples-and-defen…
A Developer's System for Finishing Online Courses While Working Full-Time
Most people don't fail online courses because the material is too hard. They fail because the course is competing with a full-time job, and the cour…
Netflix Bridges AWS IAM and Internal Identity with Workload Attestation
Netflix has developed a workload attestation mechanism for Apache Spark jobs running on Amazon EMR. The design combines AWS IAM identity with signed…
API Management Platforms: How the Options Compare in 2026
TL;DR Traditional API management platforms excel at classic REST and SOAP lifecycles, but modern enterprise workloads demand sub-millisecond overhea…
FastAPI in 2026: When Async Python Actually Pays Off
FastAPI Review 2026: When Async Python Actually Delivers Performance FastAPI promised async performance without sacrificing Python's developer exper…
GRE Without Authentication: The Protocol Decision Behind CVE-2026-33792 Exposure
GRE Without Authentication: The Protocol Decision Behind CVE-2026-33792 Exposure Security discussions tend to treat protocols as neutral carriers. T…
Shadow Monitoring: A Practical Guide
TL;DR Shadow monitoring evaluates candidate software, API routing rules, and AI models against mirrored production traffic without exposing end user…
How to Review AI-Generated Playwright Tests (Before They Break in CI)
I asked an LLM to write a Playwright test for a simple login flow. It passed the first time. Then I changed the button text from “Sign in” to “Conti…
Mainframe Modernization: Why It Matters and the Strategies Enterprises Should Know
Introduction Mainframes continue to support mission-critical business operations across banking, insurance, healthcare, manufacturing, and retail. T…
How I Built 20 Privacy-First Manifest V3 Chrome Extensions (With Zero Remote Telemetry)
Building Chrome extensions in 2026 comes with a completely new set of architectural challenges and opportunities. With Google's complete transition…
Article Series: Agentic AI Architecture
In this article series, we try to establish agentic AI architecture as a new type of software architecture that will likely dominate the industry fo…
AI Production / MLOps
AI Production / MLOps A deep-dive walkthrough of taking AI applications from a working prototype to a reliable production service on .NET and Azure…
I got tired of doing timezone math in Google Meet, so I built an open-source, zero-permission Chrome extension
If you work on an asynchronous, globally distributed engineering team, you know this exact feeling: You're 25 minutes into a Google Meet call with t…
Four ways our code avoids importing Electron, and the one file that imports it at the top and takes ten others with it
Notifio is an Electron app with no test framework in it. The whole testing arrangement is three scripts run by tsx : "test" : "pnpm test:baseline &a…
Salesforce Apex Testing: How to Write Tests That Catch Real Bugs
Writing Apex tests is not just about achieving code coverage. Good tests help developers identify bugs, protect existing functionality, and make Sal…
SLX AgriPilot: Drone Mission Software with C++20, PX4 and MAVLink
Agricultural drone software development connects mission planning, flight firmware, autopilot communication and sensor data management. For UAV manu…
Day 37: GPT Architecture: Decoder-Only Transformers
Previously, on Day 36: Explained the concept and process of fine-tuning BERT on downstream NLP tasks, specifically illustrating how BERT can be adap…
Building Chrome Extensions with JavaScript: A Complete Guide
Chrome extensions let developers customize the browser, automate repetitive tasks, and build useful tools that improve everyday workflows. With Java…
Cilium 1.20 Expands Gateway API and Opens eBPF Datapath for Kubernetes
Cilium 1.20 has been released with broader Kubernetes Gateway API support, an extensible eBPF datapath and further work on sidecarless mutual TLS. T…
Article: Distributed Spring Batch Without a Message Broker
Distributed Spring Batch partitioning already needs a shared, persistent job repository. This article makes that database the whole coordination pla…
InfiniBand Architecture First Principles: Physical Link Rates, Credit-Based Link Flow Control, and Subnet Manager Fabric Orchestration
Introduction: The Dedicated Arteries of Supercomputing — Native InfiniBand In Chapter 9 of our series, RDMA High-Performance Networking Foundations:…
The GitLab Way: How We Scaled Autonomous Problem-Solving with MVC, Boring Solutions, and the GitLab CLI
The GitLab Way: How We Scaled Autonomous Problem-Solving with MVC, Boring Solutions, and the GitLab CLI When engineers think of GitLab, they usually…
Beyond Simple Prompts: How Environment Scaling Is Reshaping Autonomous Agents in 2026
What Does Environment Scaling Address? Agent tool actions change external state. Static question-answer training and evaluation do not cover depende…
Your Java LLM agent works in the demo. Friday night in production is another story.
Friday, 6:40 PM. Picture an agent that handles customer refunds. In the demo it was perfect: it reads the request, checks the order, calls the refun…
Enterprise LAN Infrastructure: VLAN Segmentation (802.1Q), Dynamic DHCP, and NAT Port Forwarding
Introduction: When a Facility Houses Hundreds of Employees Across Multiple Departments In the previous chapters, we derived Layer 2 MAC switching an…