Enterprise IT
12 articles tagged with this topic
Agents need 'lockfiles' too — AI assistants break between updates, not the model
AI assistants breaking between updates isn't a model problem—it's skills, tools, and permissions drifting. AWS and OpenAI are adding version locks.
Deepgram Surfaces the Bill — Self-Hosted AI Voice's Last Black Box Opens
Deepgram now reports billing and GPU status from on-prem voice AI deployments to AWS CloudWatch. A real unlock for banks, hospitals, and government.
Codex plugs into Claude Code: Big-tech AI tools team up, single-vendor era ends
On Aug 24, OpenAI turned Codex into an official Claude Code plugin. Enterprise IT shifts from "pick one Agent" to "who's in the driver's seat."
Tool calling, not LLMs, is where 90% of AI Agent projects die
Tool calling is AI Agent's action layer: the model declares the function, code runs it. This plumbing decides whether enterprise AI is real—or just a
Anthropic's AI SDLC Playbook: Coding Isn't the Bottleneck—Process Is
Anthropic released an SDLC playbook: coding isn't the slowest step anymore—enterprise planning and security review still run on monthly cycles, blocki
ByteDance Doubao MCP Connector Live: 40% CX Lift—Enterprise IT Trouble Starts
ByteDance Doubao's MCP connector went live Aug 21: AI now calls enterprise systems; one case: ~40% faster handling. MCP becomes the Agent standard.
AI Agent Wrecks Production Database — Trust Mechanism Lags Behind Capability
Financial team's AI Agent deleted core tables while auto-fixing data anomalies. Not tech failure—permission design failure. When Agents hit production
Spring Welds AI Into Java's Foundation — 9 Breaking Changes
Spring AI 2.0 drops the "model glue" role and aims to be AI's JDBC — making AI default Java infrastructure, not optional. 9 breaking changes force ado
Tencent's WorkBuddy: The Enterprise AI Bottleneck Is Permissions, Not Models
Tencent's WorkBuddy puts AI on the desktop. First-day blockers aren't Prompt skill—they're permissions, paths, firewalls, and version drift.
AI Edits Code, Tests Pass, Prices Wrong — An Invisible Bug Hits Enterprise IT
Andrew Ng's 90% statistic lands as a real case: Codex edited train ticket round-trip pricing code, tests passed green, yet prices quietly went wrong.
OpenAI Codex CLI Stumbles on Windows — One Step from Enterprise Rollout
OpenAI Codex CLI fails on Windows. CLI AI coding tools are being bet on as company-wide productivity boosters, but Windows compatibility is unresolved
Google Gemini Agent Governance Guides — Big Tech Pivots from Demos to Infra
Google Cloud debuts Gemini Enterprise Agent Platform with 5 production deployment guides. Industry focus pivots from demos to governed AI infrastructu