Tech News
All News AI & ML Architecture DevOps Open Source Programming Team Management Testing & QA Web

AI & ML

⚑ Report a Problem

Latest AI & ML news from Tech News

All topics AI News Tech agents ai api architecture automation beginners career claude database devchallenge devops javascript llm machinelearning mcp opensource performance productivity programming python react security showdev testing tutorial typescript webdev
All EN RU
EN

How to Run a High-Performing Remote Engineering Team Across Time Zones

I have spent a large part of my career building and running a fully remote software consultancy. Before that, as a partner, I helped grow a software…

remotemanagementleadershipproductivity
Dev.to Oct 22, 2026, 14:25 UTC
EN

Why Every Engineering Organization Needs a Customer Focus Team

Introduction Most engineering organizations are very good at measuring output. They track story points, deployment frequency, uptime, and tickets cl…

leadershipmanagementproduct
Dev.to Oct 21, 2026, 18:27 UTC
EN

The Most Dangerous Words in Software Engineering: “We All Agree”

I once let a consensus convince me that a decision was right simply because the people supporting it were smarter and more experienced than I was. M…

softwareengineeringleadershiparchitecturecareer
Dev.to Oct 19, 2026, 21:27 UTC
EN

So.... The Chief Architect Vanished

This week at the synthetic company, something genuinely strange happened. The chief architect vanished. Not metaphorically. Not in the “he got poach…

aistartupleadershipproductivity
Dev.to Oct 18, 2026, 00:23 UTC
EN

Translating Technical Debt

What technical debt actually means, and how to explain it to someone who doesn't write code An engineer asks for two sprints to "pay down technical…

technicaldebtleadershipprogrammingcareer
Dev.to Oct 17, 2026, 03:20 UTC
EN

You Have Been Asked to Represent Your Team at the Architecture Review

Your company has a fortnightly architecture review. Leads and senior engineers from every team, an hour on a call, proposals for anything that cross…

asaelshindercareerarchitectureleadership
Dev.to Oct 14, 2026, 07:26 UTC
EN

A Week in the Seat: What a Fractional Integrator Actually Does, Day by Day

A Fractional Integrator is easy to describe badly. "Runs meetings." "Follows up with people." "Helps operations." None of those explanations really…

leadershipstartupmanagementproductivity
Dev.to Oct 14, 2026, 04:15 UTC
EN

When Not to Hire a Fractional Integrator (and What to Do Instead)

A Fractional Integrator can help when execution keeps breaking between teams. But sometimes hiring one is the wrong move. The company may have a pro…

leadershipstartupmanagementproductivity
Dev.to Oct 13, 2026, 04:19 UTC
EN

The Death of the Sampling Shelter: Why Full-Population AI Audits Will Expose Fragile Product Teams

The death of the sampling shelter means that enterprise systems and product workflows will no longer be evaluated through small, forgiving statistic…

productmanagementaileadershipsoftwareengineering
Dev.to Oct 11, 2026, 23:20 UTC
EN

Profit & Loss (P&L) for Engineering Leaders

Most engineering leaders can tell you their sprint velocity, their deployment frequency, and their open incident count. Far fewer can tell you what…

javaleadershipfinanceengineering
Dev.to Oct 9, 2026, 18:27 UTC
EN

Managing Cross-Functional Teams: A Practical Guide for Engineering Leaders

Cross-functional teams are where most modern software gets built. Product defines the problem, design shapes the experience, engineering builds the…

architecturejavaleadershipproductivity
Dev.to Oct 9, 2026, 18:23 UTC
EN

Your Founder's Personal Brand Should Work Like a Bootloader

Engineering teams will spend an entire quarter removing a single point of failure from a payments service, then never ask the same question about th…

brandingleadershipstartup
Dev.to Oct 3, 2026, 18:26 UTC
EN

Ceremony proportional to irreversibility: Type 1 vs Type 2 engineering decisions

By Decision Desk Every engineering team eventually has the same argument. One group says "we need more design review, we keep shipping things we reg…

architecturesoftwareengineeringleadershipproductivity
Dev.to Oct 2, 2026, 13:24 UTC
EN

They did it, and I meant it

In an interview, I was asked about the achievement I was most proud of. I talked about a migration my team did, moving a high traffic product from R…

managementengineeringleadershipcareer
Dev.to Sep 30, 2026, 10:24 UTC
EN

How Engineering Team Structure Shapes Software Delivery

An engineering team can have experienced developers, a clear backlog, and regular sprint meetings while still struggling to ship. Sometimes the miss…

softwareengineeringteamworkleadership
Dev.to Sep 30, 2026, 06:23 UTC
EN

I Ran My Career Like a Production System for 12 Weeks. The Dashboard Was Wrong Before I Was.

For 25 years I've been the person in the room asking to see the data. In incident reviews, in planning meetings, in one-on-ones with engineers who w…

growthcareerhealthydebateleadership
Dev.to Sep 30, 2026, 02:10 UTC
EN

The shift from feature ownership to business ownership

There is a moment in every product leader's career where the rules change, and the frustrating part is that nobody tells you it is happening. One da…

careerleadershipmanagementproduct
Dev.to Sep 28, 2026, 07:06 UTC
EN

Your Team Got Faster With AI. Why Is Your First Move a Layoff?

Suppose your implementation team finally gets an AI workflow working. It produces useful first drafts of integrations, catches routine mistakes, and…

managementproductivityleadershipai
Dev.to Sep 19, 2026, 15:30 UTC
EN

People: Bus Factor, Expectations and Day One

Part of the "How to bring order to a project" series — the people track. It comes after infrastructure and architecture not because it matters less,…

leadershipmanagementteamworkcareer
Dev.to Sep 18, 2026, 11:20 UTC
EN

Your Team Has AI. Why Are You Still Chasing the Work?

Consider a hypothetical deal at a B2B software company. The buyer sends a security questionnaire with 180 questions. Your team uses AI to find previ…

aistartupleadershipproductivity
Dev.to Sep 18, 2026, 02:48 UTC
EN

Stop Optimizing for Output: Why Software Engineering is a Discovery Problem

Most engineering organizations misdiagnose software delivery as a production problem. They treat building software like operating a factory: crank t…

softwareengineeringdevopsleadershipcontinuousdelivery
Dev.to Sep 17, 2026, 14:59 UTC
EN

The Three Parallel Workstreams: How Design, Build, and Test Start on Day One Without Colliding

Episode 3 of the AI-Augmented Parallel SDLC series. The pillar article laid out the blueprint: discover once, run three workstreams in parallel, con…

aiengineeringleadershipstrategy
Dev.to Sep 14, 2026, 12:27 UTC
EN

How to Bring Order to a Project: A Track Map

Every now and then I join a project where "everything works, but nobody dares to touch it." Deployment is done by hand from memory, the architecture…

architecturedevopsleadershipproductivity
Dev.to Sep 13, 2026, 08:21 UTC
EN

Standing orders: who decides when the decision-maker is off the grid

Standing orders are pre-authorized decisions, in writing, with limits: what the on-call may do ALONE while the decision-maker is unreachable. Withou…

sredevopsleadershiponcall
Dev.to Sep 12, 2026, 13:16 UTC
EN

You Aren't Choosing an AI Tool. You're Choosing Who Gets Paged at 2 AM.

Part of AI Leadership in the Real World — how leaders turn scattered pilots into governed, adopted, measurable capability. TLDR: A support agent doi…

aibuytcoleadership
Dev.to Sep 6, 2026, 21:43 UTC
EN

Agentic Methods for a Tech Lead

Agentic Methods: Coding With AI Agents, Designing For Agents TL;DR "Agentic methods" covers two distinct things colliding right now: AI agents that…

aiproductivityleadershipsoftwareengineering
Dev.to Sep 5, 2026, 18:57 UTC
EN

The False ROI of Fear: Why Threat-Based Management Destroys Engineering Velocity

Threat-based management is a systemic failure masquerading as operational rigor. When leaders manage exclusively by highlighting errors, they trigge…

leadershipmanagementneuroscienceproductivity
Dev.to Sep 3, 2026, 18:15 UTC
EN

Scope, not effort: how engineer promotions actually get decided

Most engineers who stall at a level have the skill. What they don't have is anyone willing to explain the machine they're inside. The explanation yo…

careerprogrammingleadershipproductivity
Dev.to Sep 3, 2026, 03:38 UTC
EN

Nine categories: how engineering manager interviews actually get scored

Most EM interview prep fails the same way. You pick three strong stories, polish them until they're tight, run them past a friend, and walk in confi…

careerleadershipmanagementinterview
Dev.to Sep 3, 2026, 03:28 UTC
EN

Sometimes the Fastest System Is the One Willing to Stop

There is a particular kind of meeting every engineer eventually attends. A metric is projected onto a screen. It has moved in the wrong direction. S…

architectureleadershipsystemsdesign
Dev.to Sep 2, 2026, 07:12 UTC

© Tech News — Headline Aggregator

English Русский
Sitemap Legal Notice Privacy Terms Copyright / Removal DSA Contact

Leaving the site

You are about to open an external website:

Continue →