58 stories
There is no single IT career path. One person starts by supporting users and moves into cloud operations. Another begins in testing and becomes a quality engineer. A developer may grow into backend systems, security, data engineering, architecture or technical leadership.
A practical guide to AI agent security architecture: least privilege, untrusted input handling, sandboxing, tool gating, observability…Continue reading on Towards AI »
Causa Prima, a companydeveloping an autonomous finance platform for businesses, has raised $20million in a seed funding round led by Base10 Partners. The round also sawparticipation from QED Investors...
Both services share one OCR and layout layer and split at field extraction. Here’s how that split maps to forms, contracts, RAG…Continue reading on Towards AI »
Spotify reports that AI-assisted development more than doubled monthly merged changes, prompting a review of quality and reliability controls across its engineering organization.
The UK prime minister today confirmed that the UK plans to ease restrictive non-compete clauses in workers' employment contracts, which could include banning them, marking a boon for the UK startup se...
Landing a mobile developer role today means proving you can ship real apps, not just recite Dart syntax in an interview. That is exactly why the right Flutter project ideas matter more than one more certificate on your resume.
A laravel project is any web application, API, or backend system built using Laravel, an open-source PHP framework based on the MVC pattern. It bundles routing, Eloquent ORM, Blade templating, and the Artisan CLI, letting developers build database-driven applications faster while following…
A strong data engineer portfolio is a small set of complete, well-documented pipelines rather than a long list of half-finished notebooks. Each repository should ingest data from a real or realistic source, apply a defined transformation or modeling step, and land the output somewhere queryable,…
Observability platform OllyGarden has raised $4 million inventure capital funding to further develop its technology for improvingtelemetry quality. The round was backed by Next Frontier Capital, Grand...
Most people learn Flask by reading documentation, then get stuck at “what do I build now?” A Flask project is the fastest way to close that gap, you write real routes, connect a real database, and ship something you can link to on your resume.
Most machine learning portfolios stop at a notebook with 94% accuracy. Hiring managers have seen that a hundred times, and it says nothing about whether you can run a model in production. That gap is exactly what MLOps projects close.
Most Python portfolios look the same: a to-do app, a Titanic notebook, and not much else. Hiring managers screening backend and AI candidates want something sharper, and well-chosen FastAPI projects deliver it.
Learning to code smart contracts from a tutorial is one thing. Shipping something that runs on-chain, handles real wallets, and does not break when gas prices spike is a different skill entirely. That gap is exactly what web3 development projects are meant to close.
AI game merging can mean a content port, two live games linked by passthrough, or a rebuilt runtime. See what each route connects and what a demo proves.
Don’t read the logs. Watch the crab.Continue reading on Towards AI »
What Claude Code Keeps of Your Skills After Compaction A 5,000-token snapshot, a 25,000-token shared budget, and a skill index that never comes back. The mechanics, the failure modes, and the …
German software giant SAP is buying a Belgian startup that leverages AI to help companies understand the skills and work of their employees, it said today.The deal is reported to be the largest acquis...
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