According to the 2025 DORA State of DevOps report, three out of four developers now use AI coding tools daily. That number keeps climbing. By the end of 2026, over 80% of individual developers will rely on AI assistants to write, review and refactor code. But here’s the problem: The same research found that as AI usage increases, delivery stability tends to decrease. Code ships faster than governance can follow. When developers start accepting AI-generated suggestions without fully understanding subtle issues buried in the logic, the understanding gap between writing code and comprehending its production impact widens. In other words, speed without…
Author: drweb
Whether the DevOps shops like it or not, they are feeling the pressure from AI. They’re expected to move more quickly, alongside their dev counterparts. The gruntwork that used to take weeks can be automated away, leaving time for fast prototyping, so the managers think. According to Google Cloud’s 2025 DORA State of AI-assisted Software Development Report, 90% of developers now use AI tools, and 25% are now working alongside AI assistants. Users of the Spacelift Infrastructure-as-Code platform now have some help with this automation, thanks to a new feature offering a conversational interface that purports to explain what is…
In this episode, we have special guest Paul Everitt on the show to discuss the new Python Documentary that was released last week. Paul is the head of developer advocacy at JetBrains and a “Python oldster”. We chat about Python – the documentary, Paul’s start in programming as well as with Python, and much, much more! Links
A coalition of major tech companies has committed $12.5 million to strengthen the security of open source software, an effort aimed at coordinating responses to the growing pressures created by AI. The funding is provided by Anthropic, AWS, GitHub, Google, Microsoft and OpenAI. It will be administered by the Linux Foundation through its Alpha-Omega Project and the Open Source Security Foundation (OpenSSF). The funding arrives at a moment when AI tools are reshaping both software development and cybersecurity. Automated systems can now identify vulnerabilities at a scale that was previously unattainable. While that offers huge benefits, it also creates new…
Have you ever thought to yourself: “Wouldn’t it be nice to run Jupyter Notebooks in my terminal?” Well, you’re in luck. The new Erys project not only makes running Jupyter Notebooks in your terminal a reality, but Erys also lets you create and edit the notebooks in your terminal! Erys is written using the fantastic Textual package. While Textual handles the front-end in much the same way as your browser would normally do, the jupyter-client handles the backend, which executes your code and manages your kernel. Let’s spend a few moments learning more about Erys and taking it for a…
Austin, TX, USA, March 19th, 2026, CyberNewswire New Report Highlights Surge in Exposed API Keys, Session Tokens, and Machine Identities, and more. SpyCloud, the leader in identity threat protection, today released its annual 2026 Identity Exposure Report, one of the most comprehensive analyses of stolen credentials and identity exposure data circulating in the criminal underground and highlighting a sharp expansion in non-human identity (NHI) exposure. Last year, SpyCloud saw a 23% increase in its recaptured identity datalake, which now totals 65.7B distinct identity records. The report shows attackers are increasingly targeting machine identities and authenticated session artifacts in addition to…
Python 3.14 came out this week and has many new features and improvements. For the full details behind the release, the documentation is the best source. However, you will find a quick overview of the major changes here. As with most Python releases, backwards compatibility is rarely broken. However, there has been a push to clean up the standard library, so be sure to check out what was removed and what has been deprecated. In general, most of the items in these lists are things the majority of Python users do not use anyway. But enough with that. Let’s learn…
Laravel trifft auf digitale Goldgräberstimmung2 Millionen User. 1,5 Milliarden Requests. 30.000 Live-Zuschauer gleichzeitig.Das sind unsere Zahlen. Das ist dein neuer Arbeitsplatz, wenn du Laravel wirklich beherrschst.Die FaktenKettner Edelmetalle – einer der größten Edelmetallhändler Europas mit über 200.000 Kunden und dreistelligem Millionenumsatz. Unsere Laravel-Plattform muss performen – jeden Tag, jede Sekunde. Kein Spielzeug-Traffic, sondern echte Last.Der Tech-StackLaravel als Fundament (Custom Framework)PHP 8+ mit modernen FeaturesSingleStore für Performance-kritische DatenElasticSearch für Suchen & AlgorithmenRedis & Queues für SkalierungAWS/Cloud Serverless InfrastrukturNuxt/Vue.js im Frontend (nice-to-have)Der JobDu entwickelst Backend-Systeme, die funktionieren müssen. Keine Proof-of-Concepts, sondern produktive Software:Live-Trading-Platform: Realtime-Features für bis zu 30.000 gleichzeitige User bei Live-Events.…
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Lineaje this week unfurled a platform that automatically discovers the artificial intelligence components of an application, defines security and governance policies, and then autonomously generates guardrails. At the core of the Lineaje UnifAI platform are a set of artificial intelligence (AI) capabilities that are integrated with an orchestration framework for applying governance policies that has been embedded within a Model Context Protocol (MCP) server to integrate with AI coding tools. The Discovery Agents that Lineaje developed continuously map an AI Bill of Materials (AIBOM) to identify every model, agent, MCP server, dependency, skills, and data connections. Additionally, AI agents will…