Modern organizations generate massive amounts of data that need to be stored and analyzed efficiently. As data volumes continue to grow, storing everything inside a database can become expensive and difficult to manage.
Amazon S3 has become one of the most popular storage solutions for building data lakes because it offers virtually unlimited, durable, a...
Every developer has faced this small but annoying task:
You have a list of items in plain text, maybe copied from Excel, a CSV file, a keyword report, a database export, or a document, and now you need to turn it into a clean array.
For example, you may have this:
apple
banana
orange
mango...I recently made significant changes to the content-automation repository, focusing on improving the Craft API integration and model management. The key changes include updating the craft_publisher.py to handle array payloads for documents, switching to the meta-llama/llama-4-scout-17b-16e-instruct model, and implementing dual endp...
One of the easiest ways to recognise software that was designed around today's requirements is to watch what happens when the business changes.
A new pricing model requires changes across multiple services. Supporting customers in another country suddenly means rewriting validation...
How to make AI coding agents do real work — repeatedly, verifiably, and without you babysitting every step.
Synthesized from current practice (2025–2026): Addy Osmani's "Loop Engineering," Peter Steinberger's "Just Talk To It" and "Shipping at Inference‑Speed," Boris Cherny's talks on Claude Code, Geoffrey Huntley's Ralph technique, Matt Van Horn's "WTF Is a Loop?"...
AI agents in production access tools that range from harmless read-only queries to irreversible destructive operations. Managing which agents can use which tools is a governance problem that most teams solve with ad-hoc scripts and tribal knowledge - and that works until it doesn't. A misconfigured role, an over-exposed tool, or an agent that silently calls something it shouldn't are the kinds ...