Software engineering stories
Guardrails may not stop attackers as Anthropic's split release underscores a widening gap between AI exploit discovery and patching.
The platform aims to cut idle cloud spend for Kubernetes users, with DevZero saying it can shift workloads live as demand changes without restarts.
Firms risk costly missteps as automated hiring filters miss staff who could be retrained for AI-augmented roles.
The ranking reflects rising demand for AI services that can modernise legacy systems without disrupting operations in regulated industries.
The tie-up aims to help regulated firms move generative AI from pilots into production, while training 50,000 TCS staff on Claude.
The alliance aims to help enterprises curb security and recovery risks as AI agents write and deploy code more widely.
Yet live deployments are causing headaches for engineering teams, with most respondents reporting more incidents and heavier rework after AI code goes live.
Security teams gain rollback and policy controls as autonomous Claude agents begin writing and deploying code at machine speed.
Agentic AI, zero-day surge, sovereign cloud, and humanoid robots will define IT strategy in 2027, Info-Tech Research Group warns.
Security teams are under pressure as attacks can now begin before patches land, making early risk detection critical.
Developers using AI assistants may get a verified knowledge base to cut repeated errors, security flaws and duplicated debugging work.
Many harmless prompts will now be diverted to Claude Opus 4.8 as Anthropic tightens safeguards around its newest general-use model.
Teams risk wasted cycles and quality slips unless staff can judge when AI output fits the system and when it simply looks right.
Pay by Bank providers face rising pressure to win digital payments share as Token.io adds a veteran engineer to its leadership team.
Nearly 100 organisations were hit in a six-week phishing spree that used GitHub repositories and Visual Studio Code tools to infect developers.
The training firm plans 200 hires as it broadens UK engineering beyond London and pushes deeper into AI products after fresh funding.
Enterprise software teams are far more willing to use AI before production, with trust dropping from 82% at build to 58% at release.
Faster approvals and fewer disputes could follow as the partnership targets slow, manual utilisation management across healthcare systems.
Governance and review processes are lagging as AI-assisted coding lifts developer output, with 71% saying it adds team coordination work.
Students at Milwaukee School of Engineering gained hands-on practice with enterprise AI tools, as firms seek graduates ready for production deployments.