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Engineering practice. Tools, frameworks, and the trade-offs teams are actually making in production.

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When Agents Write 99% of the Code: Inside the Token Cost Crisis

Dev teams at Replit, Kilo Code and Symbotic are recalibrating workflows, budgets and expectations as AI agents handle nearly all coding tasks.

By Arjun S. Mehta·Aug 5, 2026·8 min read
Dev

Chrome's Next Trick: Updates Without the Interruption

Google is building dynamic patching into its browser, aiming to eliminate restart prompts as AI-driven security accelerates the pace of fixe

Daniel R. Whitfield ·   · 4m
Dev

Chrome Pilots Twice-Weekly Updates as AI Security Tools Uncover Vulnerabilities Faster

Google is rethinking its patching cadence after AI-driven analysis flagged more bugs in two releases than the previous 23 combined, raising

Daniel R. Whitfield ·   · 5m
Dev

MCP 2.0 Drops Sessions for Horizontal Scale

Anthropic's open protocol for AI tool integration goes stateless, removing the bottleneck that kept enterprise deployments from scaling beyo

Arjun S. Mehta ·   · 5m
Dev

Instacart Engineers Read Code Only 3% of the Time Now

The grocery delivery giant's CTO says AI agents have replaced most traditional development work, fundamentally redefining what software engi

Arjun S. Mehta ·   · 6m
Dev

When the Model Won't Cooperate: Inside Runway's Workaround Strategy

The AI video startup spent weeks fighting a drift bug in its real-time avatars, then shipped a frontend toggle instead of a backend fix.

Daniel R. Whitfield ·   · 6m
Dev

How GM's Agent-First Engineering Tripled Throughput in Autonomous Vehicle Development

The carmaker redesigned entire development cycles around AI agents with tool access, not just code assistants - and saw defect rates drop as

Daniel R. Whitfield ·   · 5m
Dev

Snake Robots Crawl Through Disaster Rubble in Venezuela's Deadliest Quake

Carnegie Mellon's serpentine search machines squeezed into spaces human rescuers couldn't reach after twin earthquakes killed thousands

Daniel R. Whitfield ·   · 6m
Dev

The Hunt for a Self-Setting Clock That Doesn't Spy on You

One engineer's quest for a bedside timepiece that syncs automatically, skips the app bloat, and sticks to classic seven-segment red LEDs.

Daniel R. Whitfield ·   · 6m
Dev

A Playdate Developer Built Full 3D Environments on Hardware Nobody Thought Could Handle Them

Cristina Ramos is proving the handheld's constraints are more flexible than anyone expected, rendering Mirror's Edge-style parkour on a devi

Kenji Watanabe ·   · 5m
Dev

Why Expedia Is Building AI Agents Through Evaluations, Not Requirements Documents

Xavi Amatriain argues that encoding product intent into evals shifts security and design decisions left, while most enterprises still don't

Daniel R. Whitfield ·   · 5m
Dev

X Ships Ground-Up Android Rebuild After Twelve-Month Overhaul

The social network's engineering team completed a full rewrite in Kotlin and Jetpack Compose, aiming to close the gap with iOS and reclaim u

Arjun S. Mehta ·   · 4m
Dev

Why Zillow Measures AI Returns Before Deployment, Not After

The real estate platform's engineering lead argues that credible ROI claims depend on baselines established years before any model goes live

Daniel R. Whitfield ·   · 8m
Dev

SpaceXAI Silently Disabled Codebase Upload After Privacy Concerns Surface

The Grok Build CLI was packaging entire repositories and sending them to cloud storage, including ignored files and deleted secrets, until r

Daniel R. Whitfield ·   · 4m
Dev

Microsoft Will Ship More Security Fixes Per Release as AI Accelerates Vulnerability Discovery

Redmond is using machine learning to spot flaws earlier, preparing for a world where both attackers and defenders have automated tooling at

Arjun S. Mehta ·   · 5m
Dev

Why AI Agent Builders Are Abandoning Traditional Databases

Three startups show how document-native platforms eliminate the infrastructure bottleneck that slows agentic development

Arjun S. Mehta ·   · 6m
Dev

Windows 11 Patch Tackles Runaway Permissions File Eating Hundreds of Gigabytes

Microsoft's June update addresses a storage leak in CapabilityAccessManager that ballooned to 500GB on some machines, exposing gaps in OS te

Daniel R. Whitfield ·   · 4m
Dev

Four Pillars That Make AI Systems Work at Scale

While model hype cycles churn, the infrastructure beneath production AI stays constant - data pipelines, context design, governance, and the

Arjun S. Mehta ·   · 6m
Dev

One Engineer's Six-Month Quest to Build a GPU From Scratch Using 8,192 RISC-V Chips

A homebrew graphics cluster project reveals the brutal complexity hiding beneath modern semiconductor design, one redesigned PCB at a time.

Kenji Watanabe ·   · 5m
Dev

Microsoft Opens Azure Linux 4 for Local Testing as Fedora Dependency Takes Shape

The cloud giant's in-house distribution moves beyond its data centers with ISO downloads, signaling a strategic shift in how hyperscalers ma

Daniel R. Whitfield ·   · 4m
Dev

The Hidden Gap Between Backup and Recovery

Most organizations believe they're protected until a real disaster exposes the difference between data copies and operational continuity.

Marcus Halloran ·   · 5m
Dev

Raspberry Pi OS Ships Linux 6.18 LTS in a Build That Refuses to Rebrand

The foundation's latest OS release jumps from kernel 6.12 to 6.18 but keeps the same version label, while its lightweight x86 Desktop editio

Daniel R. Whitfield ·   · 5m
Dev

Microsoft Brings Native Linux Containers to Windows Without Third-Party Tools

WSL containers arrive in public preview with Docker-like CLI, enterprise controls, and API hooks for Windows applications.

Daniel R. Whitfield ·   · 5m
Dev

Enterprise Developers Push Back on Microsoft's Three-Year .NET Support Window

As .NET Framework ages and modern releases cycle faster, companies say the upgrade treadmill is becoming unsustainable for long-lived enterp

Marcus Halloran ·   · 4m
Dev

The Cost Inversion: When AI Coding Agents Outprice the Engineers Who Use Them

Consumption-based licensing has turned coding assistants into unpredictable budget liabilities - and developers in emerging markets are bear

Arjun S. Mehta ·   · 8m