#subprocess-measurement

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#open-source
DevOps
fromTheregister
2 hours ago

Open source models can find bugs as well as Mythos

Open source models can effectively find bugs comparable to Anthropic's Mythos, according to Ari Herbert-Voss, emphasizing the importance of human expertise in their orchestration.
Web frameworks
fromInfoQ
2 weeks ago

Tiger Teams, Evals and Agents: The New AI Engineering Playbook

Sam Bhagwat is a co-founder and CEO of Mastra, an open source JavaScript/Typescript framework for building AI agents.
DevOps
fromTheregister
2 hours ago

Open source models can find bugs as well as Mythos

Open source models can effectively find bugs comparable to Anthropic's Mythos, according to Ari Herbert-Voss, emphasizing the importance of human expertise in their orchestration.
Web frameworks
fromInfoQ
2 weeks ago

Tiger Teams, Evals and Agents: The New AI Engineering Playbook

Sam Bhagwat is a co-founder and CEO of Mastra, an open source JavaScript/Typescript framework for building AI agents.
#ai
Productivity
fromFast Company
1 day ago

The Age of AI means we need to throw out our old KPIs and replace them with new ones

AI is transforming work, emphasizing human creativity and imagination as key organizational values.
fromDevOps.com
3 weeks ago
Software development

Meta Researchers Show AI Agents Can Verify Code Without Running It - and Hit 93% Accuracy - DevOps.com

Productivity
fromFast Company
1 day ago

The Age of AI means we need to throw out our old KPIs and replace them with new ones

AI is transforming work, emphasizing human creativity and imagination as key organizational values.
Productivity
fromFast Company
4 days ago

Performance reviews are performative (and why that matters now more than ever)

AI enhances productivity but lacks the generative capacity and empathy that humans possess.
Software development
fromDevOps.com
3 weeks ago

Meta Researchers Show AI Agents Can Verify Code Without Running It - and Hit 93% Accuracy - DevOps.com

AI agents can determine functional equivalence of code patches using semi-formal reasoning without executing the code.
fromHarvard Business Review
1 day ago

The End of One-Size-Fits-All Enterprise Software

Generative AI is dissolving the economic logic that made standardized enterprise software the only practical choice for most companies. What replaces it will be shaped not just by the rapidly evolving capabilities of this new technology, but by leaders willing to ask a harder question: Which workflows do we actually need to own?
Startup companies
fromTheregister
1 day ago

GitHub CLI begins collecting client-side user telemetry

As agentic adoption of GitHub CLI grows, our team needs visibility into how features are being used in practice. We use this data to prioritize our work and evaluate whether features are meeting real user needs.
Privacy professionals
Data science
fromNature
4 days ago

Got bugs? Here's how to catch the errors in your scientific software

Scientific coding is error-prone, often due to lack of training, making debugging an essential but under-taught skill for researchers.
UX design
fromMedium
6 days ago

Your AI agent can read your codebase. It doesn't know your product.

AI coding agents lack design context, leading to generic outputs that don't align with a product's unique interaction patterns and brand identity.
#observability
DevOps
fromInfoQ
1 day ago

How Observability and Telemetry Can Enhance the Practice of Software Engineering

Observability must adapt to modern serverless and event-driven architectures, utilizing OpenTelemetry for effective telemetry and improved system understanding.
DevOps
fromInfoQ
1 day ago

How Observability and Telemetry Can Enhance the Practice of Software Engineering

Observability must adapt to modern serverless and event-driven architectures, utilizing OpenTelemetry for effective telemetry and improved system understanding.
Agile
fromdzone.com
1 week ago

Rethinking Risk in Agile Software Development

Agile must integrate risk management into workflows to avoid hidden risks and instability in complex software systems.
fromTheregister
3 days ago

Task Manager's CPU%: an obituary for the recent past

"The CPU number in Task Manager is a moving little obituary for the immediate past," explained former Microsoft engineer Dave Plummer, "Not what happened at the moment that your eyeballs landed on the row."
Productivity
Bootstrapping
fromEntrepreneur
1 week ago

Don't Manage Every Task Manually - Here's How You Can Use AI to Outdo Your Competitors in Half the Time

Integrating AI sustainably and ethically is essential for founders as their startups grow to manage tasks effectively.
#ai-coding
fromInfoQ
2 weeks ago
Software development

Dynamic Languages Faster and Cheaper in 13-Language Claude Code Benchmark

Dynamic languages like Ruby, Python, and JavaScript are faster and cheaper for AI coding tasks compared to statically typed languages.
Software development
fromInfoQ
2 weeks ago

Dynamic Languages Faster and Cheaper in 13-Language Claude Code Benchmark

Dynamic languages like Ruby, Python, and JavaScript are faster and cheaper for AI coding tasks compared to statically typed languages.
fromInfoQ
2 weeks ago

Latency: The Race to Zero...Are We There Yet?

In the fintech industry we can link latency directly to profit and money. If I have lower latency than the competition, I can get to the better deals, I can make the better deals.
Venture
#devops
DevOps
fromDevOps.com
1 day ago

How to Manage Operations in DevOps Using Modern Technology - DevOps.com

Operations in DevOps now involves supporting faster releases, managing cloud-native environments, improving security, and ensuring reliability at scale.
DevOps
fromDevOps.com
1 week ago

FinOps Isn't Slowing You Down - It's Fixing Your Pipeline - DevOps.com

Cost visibility should be integrated into DevOps workflows to manage cloud efficiency effectively.
DevOps
fromDevOps.com
1 day ago

How to Manage Operations in DevOps Using Modern Technology - DevOps.com

Operations in DevOps now involves supporting faster releases, managing cloud-native environments, improving security, and ensuring reliability at scale.
DevOps
fromDevOps.com
1 week ago

FinOps Isn't Slowing You Down - It's Fixing Your Pipeline - DevOps.com

Cost visibility should be integrated into DevOps workflows to manage cloud efficiency effectively.
#ai-coding-assistants
Angular
fromInfoQ
2 weeks ago

A Better Alternative to Reducing CI Regression Test Suite Sizes

Reducing CI regression test suites can hide subtle bugs; a stochastic approach and leveraging redundancies improve test effectiveness and CI lab efficiency.
DevOps
fromMedium
2 days ago

Practical AgentOps: Getting Started with MLflow 3

MLflow 3.0 enhances generative AI support while ensuring compatibility with traditional ML workflows.
Software development
fromDevOps.com
1 week ago

Waydev Adds Ability to Track How Much AI Code Winds Up in Production - DevOps.com

Waydev's platform enhances DevOps by tracking AI coding tool impacts on workflows and ROI for software engineering teams.
#productivity
fromSilicon Canals
5 days ago
Productivity

I let AI plan my workdays down to the minute for a week - the shock wasn't my output, it was realizing how much of my old schedule had been performance - Silicon Canals

Productivity
fromFast Company
3 weeks ago

Many productivity programs solve the wrong problem. This is what leaders should do instead

Organizations face work design problems rather than productivity issues, leading to temporary solutions that fail to address underlying conflicts in problem-solving approaches.
Productivity
fromSilicon Canals
5 days ago

I let AI plan my workdays down to the minute for a week - the shock wasn't my output, it was realizing how much of my old schedule had been performance - Silicon Canals

Using ChatGPT to manage a calendar revealed that much of the scheduled time was performance rather than productive work.
Productivity
fromFast Company
3 weeks ago

Many productivity programs solve the wrong problem. This is what leaders should do instead

Organizations face work design problems rather than productivity issues, leading to temporary solutions that fail to address underlying conflicts in problem-solving approaches.
JavaScript
fromPythonSpeed
3 weeks ago

Timesliced reservoir sampling: a new(?) algorithm for profilers

Random sampling from an unknown-length event stream can effectively identify relevant information without storing all data.
Artificial intelligence
fromFortune
2 weeks ago

For most workplace tasks, AI is good enough to pass but not good enough to impress, MIT finds | Fortune

AI technology is improving but still struggles to meet quality standards in many workplace tasks.
DevOps
fromMedium
1 week ago

Set it up once, test it properly, and let the system handle the rest.

Automating SSL certificate renewal prevents production outages and reduces stress during incidents.
Software development
fromMedium
1 week ago

Async Logging Is Not a Silver Bullet - What Actually Limits Performance

Async logging redistributes costs rather than reducing them, impacting performance in different ways depending on implementation.
fromRubyflow
1 month ago

The tool I wish I had 25 apps ago

Every iOS app I've shipped over the last nine years started the same way: a Rails developer with a great web app, users who want it in the App Store, and weeks spent on Xcode, signing certificates, and Swift boilerplate that has nothing to do with the actual product.
Agile
fromInfoQ
1 month ago

AI Coding Assistants Haven't Sped up Delivery Because Coding Was Never the Bottleneck

AI coding tools increase individual developer output, but project-level gains are modest due to bottlenecks in specification and verification requiring human judgment.
DevOps
fromDevOps.com
3 weeks ago

Survey Surfaces Increased Reliance on Open Source Software to Build Apps - DevOps.com

Open source software adoption is prevalent, with 49% of IT professionals reporting increased usage, primarily due to cost savings and avoiding vendor lock-in.
Photography
fromInfoQ
1 month ago

Image Processing for Automated Tests

Image-based test automation using AI algorithms enables testing applications without access to internal states like DOM or component trees, providing visual representations to identify intended versus faulty states.
Web frameworks
fromMedium
1 month ago

One line in SBT 2- How Remote Caching Cut Our CI in Half

A Scala monorepo reduced CI build time from 25 minutes to 11 minutes using Kubernetes pods, gRPC cache servers, and SBT 2's Bazel protocol integration.
Software development
fromDevOps.com
3 weeks ago

AI Won't Replace Developers-But it is Changing How They Work - DevOps.com

AI-assisted tools enhance software development by improving productivity, code quality, and collaboration without replacing engineers.
Artificial intelligence
fromMedium
1 month ago

AI Copilots at Work: Practical Tools, Open-Source Options, and Strategy

AI copilots are context-aware assistants embedded in productivity tools that enhance work efficiency by providing relevant suggestions and automations while requiring human approval and oversight.
DevOps
fromInfoWorld
1 month ago

An architecture for engineering AI context

AI systems must intelligently manage context to ensure accuracy and reliability in real applications.
Agile
fromInfoWorld
1 month ago

Save money by canceling more software projects, says survey

Enterprises should cancel underperforming projects more aggressively; those using scenario planning and ruthless viability assessment achieve better ROI outcomes.
Miscellaneous
fromInfoQ
1 month ago

Achieve Optimal Efficiency for Your Developer Experience Teams

Monzo formed a Developer Velocity squad that built an Experimentation Platform enabling A/B testing of features across 11 million customers using a small 400-person engineering organization.
fromMedium
2 months ago

Algorithms Are Just Real Life, Formalized

Which Algorithm Is This? If you step back, this maps almost perfectly to the Top K Frequent Elements problem.We usually solve it for integers in a list. Here, the "elements" are audience profiles age and body-type combinations. First, define what an audience profile looks like: case class Profile(age: Int, height: Int, weight: Int) What we want is a function like this:
Scala
Typography
fromEvery
1 month ago

How to Design Software With Weight

Every's design process prioritizes tactile, tangible interfaces by studying physical objects like vintage radios and light switches to make digital elements feel real and touchable on screen.
Digital life
fromInc
2 months ago

Fed Up With AI Slop? These Platforms Will Let You Dial it Down

Platforms are adding settings to reduce low-quality AI-generated content, but fully eliminating such content from feeds is extremely difficult.
fromRuslan Osipov
1 month ago
Artificial intelligence

Are AI productivity gains fueled by delivery pressure?

AI increases developer output but risks unsustainable workloads when used to demand more work rather than enable better work, especially when prototypes create false expectations about implementation complexity.
Artificial intelligence
fromInfoQ
2 months ago

Working with Code Assistants: The Skeleton Architecture

Combining Vertical Slice architecture with Dependency Inversion and a Skeleton of base classes constrains AI code assistants' context, producing safer, consistent, and maintainable generated code.
Productivity
fromdzone.com
2 months ago

Eliminating Reporting Noise in Agile Teams

Unstructured proliferation of reports creates cognitive overload, wastes time, and undermines Agile teams' clarity, decision-making, and delivery.
Software development
fromInfoQ
1 month ago

AI Is Amplifying Software Engineering Performance, Says the 2025 DORA Report

AI success in software development depends on organizational systems and engineering culture, not tool sophistication, acting as a multiplier of existing team capabilities.
Software development
fromMedium
1 month ago

From Concept to Production: The Complete Guide to XML Prompt Engineering for Software Developers

Treat LLMs as compilers, not chatbots, using Structured XML Prompting to generate professional-grade code through a five-stage AI-assisted development cycle with rigid constraints.
DevOps
fromInfoQ
1 month ago

Change as Metrics: Measuring System Reliability Through Change Delivery Signals

System changes cause 60-80% of production incidents, making change-related metrics essential first-class reliability signals aligned with DORA framework principles.
Software development
fromInfoWorld
1 month ago

Coding for agents

AI agents reward explicit, consistent, well-documented code over clever or personally-preferred approaches, fundamentally changing software engineering standards toward machine-legibility.
Software development
fromPybites
2 months ago

How To Automate Python Performance Benchmarking In Your CI/CD Pipeline - Pybites

Treat performance as a quality gate: use deterministic benchmarks, enforce PR performance limits, and add AI-aware guardrails to prevent regressions.
Software development
fromInfoWorld
2 months ago

Enterprise use of open source AI coding is changing the ROI calculation

AI-generated code accelerates development but creates disproportionate legal, cybersecurity, accuracy, and operational risks that reduce coding ROI for enterprises.
fromInfoWorld
2 months ago

Six reasons to use coding agents

One thing I always do when I prompt a coding agent is to tell it to ask me any questions that it might have about what I've asked it to do. (I need to add this to my default system prompt...) And, holy mackerel, if it doesn't ask good questions. It almost always asks me things that I should have thought of myself.
Software development
Software development
fromInfoWorld
1 month ago

AI agents and bad productivity metrics

Generating code without rigorous validation multiplies technical debt; code creation speed isn't productivity—validation, integration, and system understanding are the true bottlenecks.
Software development
fromMedium
2 months ago

A Shared Context Optimization to Eliminate 75% Service Calls

Refactoring reduced redundant HTTP calls between the Recommendation API and the Unified Customer Database, removing the chatty-services pattern and improving performance and code maintainability.
Software development
fromDevOps.com
2 months ago

Test Automation Strategy for Growing Software Teams - DevOps.com

A structured, focused test automation strategy enables growing software teams to scale quality, maintain release velocity, and reduce defect leakage while minimizing maintenance overhead.
Software development
fromO'Reilly Media
2 months ago

How to Write a Good Spec for AI Agents

Write smart AI agent specs with clear high-level vision, break tasks into smaller chunks, plan in read-only mode first, then execute and iterate continuously while staying within practical context limits.
Software development
fromMedium
5 months ago

The Architect and the Apprentice: Retaining Control in the Age of Code Generation

Uncontrolled AI coding agents increase code churn and duplicated code, accelerating technical debt and forcing developers to spend more time cleaning and maintaining code.
Software development
fromInfoWorld
2 months ago

Go developers mixed on AI coding tools - survey

Most Go developers use AI-powered development tools, but satisfaction with those tools is moderate; 91% report satisfaction with the Go language.
Software development
fromDevOps.com
2 months ago

Breaking the Code Review Bottleneck Created By AI

Qodo's multi-agent LLM code-review platform uses recall and memory to reach near-senior engineer accuracy, reducing DevOps code-review bottlenecks amid rising AI-generated flawed code.
Software development
fromInfoQ
2 months ago

How a Small Enablement Team Supported Adopting a Single Environment for Distributed Testing

Reusing one development environment with versioned deployments and proxy routing, enabled by a small enablement team and cultural buy-in, scales distributed-system testing.
Software development
fromDbmaestro
4 years ago

If You Don't Have Database Delivery Automation, Brace Yourself for These 10 Problems |

Manual database processes break DevOps pipelines; only 12% deploy database changes daily, causing configuration drift, frequent errors, slower time-to-market, and reduced productivity.
Software development
fromPybites
2 months ago

7 Software Engineering Fixes To Advance As A Developer - Pybites

Finish one practical project and adopt system-level skills, feedback loops, and mindset shifts to move from hobbyist coding to professional software engineering.
fromDbmaestro
4 years ago

What is Database Delivery Automation and Why Do You Need It?

Manual database deployment means longer release times. Database specialists have to spend several working days prior to release writing and testing scripts which in itself leads to prolonged deployment cycles and less time for testing. As a result, applications are not released on time and customers are not receiving the latest updates and bug fixes. Manual work inevitably results in errors, which cause problems and bottlenecks.
Software development
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