SD Times
Software development news, resources, headlines, and industry rankings
WSO2 Launches Agent Manager to Bring Identity, Governance and Scale to Enterprise AI Agents
WSO2 announced the beta launch of WSO2 Agent Manager, an open‑source control plane that lets enterprises identify, govern, secure, and scale AI agents across cloud, on‑premises and hybrid environments. The platform offers federated agent management, strong identity and access delegation, centralized policy enforcement, and full observability built on open standards such as OpenTelemetry and OpenAPI. General availability is slated for June 2026, and the beta is available under the Apache 2.0 license. WSO2 positions the solution as a way to mitigate the “agent sprawl” risk that Gartner predicts could cause over 40% of AI agent projects to be cancelled by 2027.
Starburst’s Platform Helps Organizations Handle ‘Tokenmaxxing’
Enterprises are grappling with a new token‑based pricing model for large language models, where verbose outputs—dubbed “tokenmaxxing”—inflate costs dramatically. The Magnificent Seven tech giants have collectively spent about $1 trillion on infrastructure to support this surge. Starburst proposes an outcome‑focused platform...
The AI Amplification Problem No One Wants to Talk About
AI coding assistants can make engineers 100‑to‑1,000 times faster, but the speed only exposes pre‑existing cultural and process flaws. Unowned internal tools proliferate, creating undocumented, unpatched components that swell technical debt. Traditional ROI metrics focus on velocity, yet sprint capacity remains...
Self-Healing Tests Don’t Solve the Real Problem
Self‑healing test automation reduces maintenance by automatically updating brittle UI selectors, keeping pipelines green amid frequent front‑end changes. Yet it only addresses structural brittleness, leaving tests vulnerable to outdated assumptions about flow, data, and outcomes. The article argues that true...
CRUD Is Dead (Sort Of): How SaaS Will Evolve Into Semi-Autonomous Systems
The article argues that the decades‑old CRUD model for SaaS is giving way to an "agentic" era where software acts on users' behalf. It outlines three evolutionary steps: assistive copilots inside current apps, cross‑app agents that coordinate via event‑driven architectures,...
The AI-DLC: The Good, The Bad, and the Risky
AI coding assistants such as GitHub Copilot, Cursor, and Claude Code have moved from experiment to enterprise standard, with a recent StackHawk survey showing 87% adoption and a third at full rollout. The tools boost developer velocity and can improve...
Anaconda Releases Desktop in Public Beta, Unifying AI Development Workflow
Anaconda has launched a public‑beta of Anaconda Desktop, a single application that merges model discovery, local LLM inference, and conda environment management. The tool extends the familiar Anaconda Navigator interface with native AI capabilities while retaining package installation, environment handling,...
When Production Logs Become Your Best QA Asset
Tanvi Mittal, a veteran QA engineer, created LogMiner-QA to turn raw production logs into automated Gherkin test scenarios. The open‑source tool uses AI‑driven NLP, clustering and anomaly detection to surface real‑world user flows that traditional test suites miss. It includes...
Anthropic Adds Memory to Claude Managed Agents
Anthropic has launched a public‑beta memory layer for its Claude Managed Agents, enabling agents to retain information across sessions. The memory is mounted on a file system, leveraging the same bash and code‑execution tools agents already use. Files are stored...
Analyst View: The Rise of AndTek — Why Google and MediaTek Are the New WinTel
Analysts predict a decisive shift from the traditional Windows‑Intel (WinTel) model to an Android‑MediaTek partnership, dubbed “AndTek,” that could dominate the PC market. Windows is seen as a legacy‑heavy platform while Intel struggles with advanced node transitions, opening space for...
SD Times News in Brief
Gitar, a developer‑infrastructure startup, unveiled an AI‑driven code‑validation platform that automates pull‑request reviews, root‑cause analysis, and fix suggestions, integrating with GitHub, GitLab, Jira, Slack, and CircleCI. The tool aims to replace manual quality gates that can’t scale with the surge...
Rethinking Code Review in the Era of AI
AI tools are now a staple in developers' daily workflows, with roughly 70 % reporting higher productivity. While AI‑generated code often looks clean and well‑structured, it frequently lacks the system‑specific context that prevents subtle bugs. Traditional code review struggles to catch...
5 Pieces of Advice for the Leader Inheriting the Mess
An incoming leader inherits a multi‑year program that has repeatedly failed to reach production because of systemic misalignment. The root causes were unmapped regulatory requirements, fragmented delivery across siloed teams, and evolving scope without clear ownership. By auditing integrations, redefining...
MCP Dev Summit Solutions Showcase
The MCP Dev Summit showcased over 50 sponsors unveiling enterprise‑grade agentic AI solutions built on the MCP platform. Highlights included StackLock’s full‑stack security and governance suite, pgEdge’s AI‑enabled Postgres toolkit, and FastMCP’s open‑source Python framework paired with Prefect Horizon for...
MCP Dev Summit: Standardizing AI Agents, Starting with MCP
The Agentic AI Foundation (AAIF) is rapidly scaling, now counting 170 members and drawing 1,100 attendees at its recent MCP Dev Summit in New York. The Model Context Protocol (MCP) – a core standard for AI agents – is seeing...
How AI’s Productivity Promise Can Finally Start Paying Off
AI now writes 42% of all committed code, a jump from 6% in 2023, according to Sonar's State of Code Developer Survey. While raw output has exploded, 96% of developers still distrust AI-generated code, turning the time saved into extra...
Solo Open-Source Projects Address Challenges of Agentic AI
Solo.io unveiled two open‑source projects, Agent Registry and Agent Evals, to tackle enterprise hurdles in adopting agentic AI. Agent Registry, now a CNCF sandbox, offers a centralized hub for governing AI agents, skills, and MCP tools on Kubernetes. Agent Evals...
Why AI’s Biggest Bottleneck Isn’t Intelligence, It’s Orchestration
Enterprises are hitting a hidden bottleneck: legacy orchestration tools can’t keep pace with AI‑driven workflows. A top‑10 global bank rebuilt a six‑month process in six days after adopting a modern coordination layer, highlighting the gap between AI ambition and execution...
Why Not All AI “Context” Is Equal
Enterprise AI has reached a turning point as leaders realize that better models alone won’t drive value—context does. While fine‑tuning promises domain alignment, it often fails to capture evolving codebases, security policies, and workflows. Retrieval‑Augmented Generation (RAG) emerged as a...
Designing Systems That Don’t Break When It Matters Most
Modern outages often stem from hidden scalability limits that surface only under traffic spikes. While stateless services scale easily, centralized databases become bottlenecks, and traditional distributed caches can still generate excessive data motion. Active caching moves business logic into the...
AISLE’s Open Analyzer — Finding and Fixing Vulnerabilities without Gated Frontier Models
AISLE unveiled Open Analyzer, an open‑source vulnerability scanner that leverages small, free LLMs instead of gated frontier models. The tool aims to provide a reliable source of truth by cutting false positives and negatives that plague traditional scanners. AISLE claims...
Leapwork Announces Continuous Validation Platform for Software Quality
Leapwork unveiled its Continuous Validation Platform, an agentic, application‑agnostic solution that unifies functional test automation, performance testing, and AI‑native orchestration across the software development lifecycle. The platform promises up to 75% faster test automation implementation, a 50‑70% cut in maintenance...
Broadcom Announces VMware Tanzu Platform Agent Foundations for Security, PaaS Simplicity
Broadcom unveiled the VMware Tanzu Platform agent foundations, a secure, pre‑built PaaS layer for AI agents that runs on VMware Cloud Foundation. The offering leverages cloud‑native Buildpacks, structural secrets isolation, and zero‑trust networking to harden containers against malware and data...
Introducing Enhancements in Kiro CLI 2.0
The AWS Kiro CLI team launched version 2.0, adding a headless mode, native Windows support, and a refreshed terminal UI. Headless operation lets users run Kiro agents in CI/CD pipelines by using an API key stored as an environment variable,...
AI Is Creating Technical Debt – How Enterprises Should Handle It
Enterprises are racing to deploy AI for measurable ROI, but 43% already report new technical debt that outpaces legacy system burdens. AI debt stems from model drift, prompt sprawl, shadow AI tools, and fragile integrations that evolve with data and...
AI-Assisted Development Multiplies Human Error: What’s Your AI Governance and Risk Management Strategy?
Enterprises are rapidly embedding agentic AI into software development, turning AI models into co‑pilots that generate code at unprecedented speed. While productivity surges, the technology often injects insecure patterns, expanding the attack surface as developers accept AI suggestions without thorough...
We’re Coding 40% Faster, but Building on Sand: The 2026 Quality Collapse
Software teams are delivering code 40% faster thanks to large language models, but the rapid pace has exposed a growing quality collapse. AI‑generated code floods repositories while developers’ understanding lags, tripling the time needed for meaningful pull‑request reviews. Experts warn...
WSO2 Unveils Developer Platform for OpenChoreo 1.0
WSO2 has launched the Developer Platform for OpenChoreo 1.0, an open‑source CNCF Sandbox project that helps platform engineers build Kubernetes‑native internal developer platforms. The new platform adds enterprise‑grade stability, security, and architectural guidance while keeping the core OpenChoreo code unchanged....
Broadcom’s Automic Automation V26 Unveiled: Bringing Trust and Governance to AI in Enterprise Business Operations
Broadcom released Automic Automation V26, an intelligent control plane that embeds AI governance into enterprise orchestration. The platform adds guardrails such as auditability, role‑based access control, and an agent‑less Kubernetes model, targeting complex back‑office processes like banking, claim handling, and...
The Missing Context Layer: Why Tool Access Alone Won’t Make AI Agents Useful in Engineering
Cloud‑native teams are racing to embed AI agents into engineering workflows, but merely granting tool access falls short. Modern agents can call APIs, parse logs, and draft pull requests, yet they lack the organizational context—ownership, criticality, and deployment rules—needed for...
Why Today’s Most Reliable Platforms Are Built to Expect Failure
Modern platforms now treat failure as a design feature, using distributed systems and cloud elasticity to deliver uninterrupted user experiences. Redundancy, automatic failover, and geo‑replication replace single points of failure, while partitioning and leader election enable seamless scaling and rapid...
Wherobots Is Bringing Spatial Context to AI
Wherobots is launching a "spatial context engine" that lets AI systems query geospatial data using natural language. The platform combines its Wherobots DB, raster flow tool, and integrations with open satellite imagery and private S3 assets. By abstracting spatial formats...
Agentic AI Goes Mainstream in the Enterprise, but 94% Raise Concern About Sprawl, OutSystems Research Finds
OutSystems’ 2026 State of AI Development report shows that 96% of enterprises are already deploying AI agents and 97% are planning system‑wide strategies, marking a clear move from pilot projects to production‑grade implementations. However, 94% of respondents flag AI sprawl...
GitKraken Survey: Developer Skills Still Matter Even as AI Code Generation Grows
GitKraken’s latest survey of 2,172 developer‑weeks shows AI coding assistants boost activity levels four‑ to fourteen‑fold, yet developers struggle to measure exact productivity gains. The study reveals AI amplifies existing developer skill rather than leveling the playing field, with higher‑skill...
Dremio Deepens Apache Iceberg Leadership with V3 Support
Dremio announced full native support for Apache Iceberg V3 in Dremio Cloud, adding capabilities such as the VARIANT data type, deletion vectors, and advanced schema‑evolution controls. The company also highlighted JB Onofre’s election to the Apache Software Foundation board and...
Leadership in the Age of AI: Why Managers Need to Stay Technical
The article argues that traditional management advice—delegating all technical work to teams—is dangerous in the AI era. Because AI capabilities evolve rapidly, leaders who remain technically disconnected risk strategic debt, silent failures, and misguided procurement decisions. Maintaining technical proximity, not...
GitOps Implementation at Enterprise Scale, Moving Beyond Traditional CI/CD
Enterprise engineering teams hit a ceiling with traditional CI/CD pipelines, experiencing repeated deployment incidents caused by configuration drift and manual rollbacks. To restore consistency, they migrated to a GitOps model, selecting ArgoCD for its pull‑based synchronization, drift detection, and clear...
Inside the Pipe: What the Architecture Diagram Doesn’t Tell You
The team migrated an on‑premises MongoDB golden source of reference data into a governed cloud pipeline using Kafka, Apache Iceberg, and Athena. They implemented a three‑layer architecture—Landing, Bronze, and Silver—to isolate raw ingestion, structural conversion, and consumer‑ready tables, each with...
SD Times News Digest: Sonar, Nutrient, Outsystems — April 1, 2026
Sonar announced an open‑beta suite of three tools—Sonar Context, SonarQube Agentic Analysis, and SonarQube Remediation Agent—to automatically verify, detect, and fix code generated by AI agents. Nutrient expanded its AI Assistant with agentic document editing, enabling multi‑step workflows such as...
Harness Rolls Out Release Orchestration Features with AI-Enabled Verification and Rollback
Harness announced new Release Orchestration capabilities that embed AI‑enabled verification and automatic rollback into its Continuous Delivery platform. The features also bring native warehouse‑level feature management from the Split acquisition and Database DevOps support for Snowflake, allowing code and data...
SmartBear Delivers AI Enhancements Across Software Application Testing Lifecycle
SmartBear unveiled a suite of AI enhancements spanning its testing portfolio, including agentic test generation in Reflect, natural‑language query skills for Zephyr, AI‑driven API test creation in ReadyAPI, and improved object detection in TestComplete. The new features pull contextual data...
Lucid Software Advances MCP Server Offering and Lucid AI Capabilities, Debuts Process Agent to Boost Speed and Clarity Across Teams
Lucid Software unveiled a suite of AI‑enhanced collaboration tools, including an upgraded Model Context Protocol (MCP) server that can generate editable diagrams from natural‑language prompts. The company added voice‑to‑text prompting, intelligent layout features, and an Edit Document API slated for...
Revenium Introduces AI Outcomes to Measure ROI at the Agentic Workflow Level
Revenium launched AI Outcomes, a solution that ties every AI agent execution to a specific business result and calculates ROI at the workflow level. The platform adds an outcome identifier to each step, capturing execution status and the downstream business...
The 2026 Cloud-Native Developer Survey: Tracking Adoption and Maturity in Platform Engineering
SlashData’s 2026 Cloud‑Native Developer Survey of over 400 engineers maps platform‑engineering tool adoption across workflow automation, application delivery, and security. Helm, Backstage and kro, along with GitHub Actions, Armada, Buildpacks, Jenkins and ArgoCD, earn ‘Adopt’ status, while tools such as...
Great Documentation Takes More than AI
Documentation has evolved from a support add‑on to a core product experience, especially as AI becomes the primary way users learn and make decisions. Modern AI systems not only read documentation but also use it to generate answers, so any...
The Context Advantage
OpenAI’s early‑2025 rollout of persistent memory for ChatGPT introduced a model that can retain user preferences and facts across sessions, signaling a strategic shift from raw compute to contextual understanding. The article argues that this mirrors historic migrations of value—from...
Securing the Code Factory: Why SDLC Infrastructure Has Become a Core Cloud Risk
Software supply‑chain security is shifting from protecting shipped code to defending the infrastructure that builds it. Recent incidents—Ultralytics’ GitHub Actions hijack, the Shai‑Hulud 2.0 campaign compromising tens of thousands of CI runners, and the Trust Wallet breach—show attackers can inject...
Why We Need an Open Source System of Context in the AI Era
The article argues that traditional SaaS, built around vendor‑controlled black boxes, is giving way to an AI‑driven utility model offering unlimited coding and analytics. While these utilities unlock unprecedented potential, they also introduce security, reliability, and cost risks if left...
LightningChart Introduces No-Code Visualization Platform Dashtera
LightningChart unveiled Dashtera, a no‑code, web‑based analytics platform that leverages GPU‑accelerated rendering to display up to 100 million data points in real time. The solution removes the need for extensive implementation projects, data reduction, or custom integration, delivering instant zoom and...
Swa Introduces Multi-Model AI Orchestration Platform
Swa Technology unveiled a multi‑model AI orchestration platform that unifies open‑source and commercial models under a single, secure interface, aiming to curb shadow AI in enterprises. The system automatically matches each user prompt to the model best suited for the...