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Microsoft Confirms Copilot ‘Super App’ Is Coming This Year — and It’s About More Than Convenience
Tom Smith | | Agent 365, agent sprawl, AI agents, AI identity management, autonomous agents, Copilot Chat, Copilot Code, Copilot consolidation, Copilot Cowork, enterprise AI governance, GitHub Copilot, Microsoft 365 Copilot, Microsoft Autopilots, Microsoft Copilot super app, Microsoft Entra Agent ID, One CopilotMicrosoft is combining Copilot Chat, Code, Cowork and Autopilots into one super app, raising new questions about agent governance, identity, licensing and security ...
JetBrains Open-Sources KotlinLLM, a Research Prototype for Runtime Code Generation
Tom Smith | | agentic AI, AI coding tools, Apache License 2.0, asLlm, generative AI, IntelliJ IDEA plugin, JetBrains Research, Kotlin, Kotlin/JVM, KotlinLLM, LLM-generated code, mockLlm, persistent code generation, reviewable AI code, runtime code generation, Smart macros, software development, statically typed programmingJetBrains open-sources KotlinLLM, letting compiled Kotlin apps generate and persist LLM-written code at runtime instead of calling a model live ...
GitHub Brings Stacked Pull Requests Out of the Shadows
Tom Smith | | AI coding agents, branch protection, code quality, code review, continuous integration, developer productivity, DevOps workflows, gh-stack, GitHub Copilot, GitHub public preview, GitHub stacked pull requests, merge queues, pull request size, software engineering, Stacked PRsGitHub introduces native stacked pull requests, helping development teams break large changes into smaller, dependency-ordered PRs that are faster and easier to review ...
Open Source Code Just as Secure as Proprietary Software—If You Manage It Right, Says CISA
Joab Jackson | | AI security, CISA, federal government, open source software, Software Supply Chain, vulnerability managementOpen source can be just as safe as proprietary software, though government agencies (and private enterprises) should take additional measures to secure it properly, according to a new guide published by the ...
Why Log Monitoring Is the Missing Link in Most Incident Response Workflows
Modern engineering teams have invested heavily in observability. Dashboards are populated, alerts are configured, on-call rotations are set. Yet when production incidents occur, the average time to resolution hasn't dropped nearly as ...
CISA’s 2026 SBOM Guidance Adds Hash Requirements and AI Coverage
Tom Smith | | AI supply chain security, CISA, CISA SBOM 2026, CMMC, component hashes, component licensing, continuous SBOM validation, CycloneDX, FBI, FedRAMP, NSA, open source security, SaaS security, SBOM automation, SBOM minimum elements, software bill of materials, software procurement, Software Supply Chain Security, software transparency, SPDX, vendor risk managementCISA’s updated 2026 SBOM minimum elements expand software transparency requirements to AI, SaaS and open source while adding hashes, licenses and stronger validation ...
Tricentis Acquires Tabnine to Gain Knowledge Graph for AI Testing Agents
Tricentis today revealed it is acquiring Tabnine to gain access to a knowledge graph that will be used to provide context to AI agents that have been trained to automate a range ...
Validation Debt That Your Dashboards Are Not Showing
Saqib Jan | | AI coding assistants, devops, Enterprise AI, software quality, software testing, validation debtThe gap between how fast AI writes code and how reliably teams verify it is quietly becoming a balance-sheet risk. Enterprise leaders are learning to measure it before it forces repayment. Every ...
The Surprisingly High Cost of ‘Free’ Search Solutions
Not long ago, some business leaders seemed to view enterprise search as a “nice-to-have.” Or, at the very least, they considered it more of a supporting utility than a strategic, business-critical platform ...
OpenAI Open Sources Codex Security CLI for the Merge Path
OpenAI has released its Codex Security command-line interface and software development kit as open source software under the Apache 2.0 license, providing a new way to bring its AI security scanner into ...
DevOps Is Drowning in Updates—and Engineering Is Paying the Price
Alex Vakulov | | cloud operations, devops, devsecops, information overload, platform engineering, site reliability engineeringDevOps used to be a manageable rhythm: several core tools, a handful of respected blogs, and a few incident write-ups that made everyone slightly uncomfortable in a useful way. Now it feels ...
The Anatomy of a $900,000 Validation Bill
A 50-developer team shipping at an agentic pace will spend roughly $900,000 this year on AI and developer tooling costs. Most of the engineering leaders I've talked to saw the compute costs ...
