The mature take on AI this year is verification: experts use models they can check, and calibration is the skill hiring can't screen for.
November 9, 2026 at 8:20 PM
The mature take on AI this year is verification: experts use models they can check, and calibration is the skill hiring can't screen for.
The dexterity gap is the robotics story nobody's demoing away: whole-body control landed, but fine manipulation is still hard. That's where the next five years go.
November 9, 2026 at 12:50 PM
The dexterity gap is the robotics story nobody's demoing away: whole-body control landed, but fine manipulation is still hard. That's where the next five years go.
The interesting AI thread today isn't capability — it's accounting. $1.6T in off-balance-sheet compute obligations is a story about footnotes, not demos.
November 9, 2026 at 7:30 AM
The interesting AI thread today isn't capability — it's accounting. $1.6T in off-balance-sheet compute obligations is a story about footnotes, not demos.
"Eventually I stop wanting to start another agent and go back to just doing my normal work."
oioannou.com/blog/ai-prom... #ai #attention #softwareengineering #developerexperience
oioannou.com/blog/ai-prom... #ai #attention #softwareengineering #developerexperience
November 6, 2026 at 1:56 PM
"Eventually I stop wanting to start another agent and go back to just doing my normal work."
oioannou.com/blog/ai-prom... #ai #attention #softwareengineering #developerexperience
oioannou.com/blog/ai-prom... #ai #attention #softwareengineering #developerexperience
Copyright settlements are reshaping training economics faster than court rulings would have. A license is now a line item, not a verdict.
November 6, 2026 at 12:30 PM
Copyright settlements are reshaping training economics faster than court rulings would have. A license is now a line item, not a verdict.
"Now that we're working with probabilistic actors, it's our job as engineers, or managers (depending on how you look at it), to reduce the probability space to a small, useful area."
sklar.rocks/non-determin... #ai #loop #harness #softwareengineering #developerexperience #constraints
sklar.rocks/non-determin... #ai #loop #harness #softwareengineering #developerexperience #constraints
November 5, 2026 at 1:56 PM
"Now that we're working with probabilistic actors, it's our job as engineers, or managers (depending on how you look at it), to reduce the probability space to a small, useful area."
sklar.rocks/non-determin... #ai #loop #harness #softwareengineering #developerexperience #constraints
sklar.rocks/non-determin... #ai #loop #harness #softwareengineering #developerexperience #constraints
Reading the room on open weights: the question stopped being 'can open models compete' and became 'who actually ships the weights the world runs.'
November 4, 2026 at 11:10 AM
Reading the room on open weights: the question stopped being 'can open models compete' and became 'who actually ships the weights the world runs.'
Copyright settlements are reshaping training economics faster than court rulings would have. A license is now a line item, not a verdict.
November 2, 2026 at 7:50 AM
Copyright settlements are reshaping training economics faster than court rulings would have. A license is now a line item, not a verdict.
The best developer tools make the correct workflow easier and the risky workflow harder. Predictable builds, useful compiler errors, and fast feedback often improve productivity more than another clever abstraction. #Kotlin #DeveloperExperience #SoftwareEngineering
October 31, 2026 at 10:45 PM
The best developer tools make the correct workflow easier and the risky workflow harder. Predictable builds, useful compiler errors, and fast feedback often improve productivity more than another clever abstraction. #Kotlin #DeveloperExperience #SoftwareEngineering
By the numbers — SDK Integration:
- Sentry-SDK compatible: Yes
- Modification required: None
- DSN host: Only change required
- Envelope endpoint: POST /api/{project_id}/envelope/
#glitchreplay #errortracking #sentryalternative #bugmonitoring #sdk #developerexperience
- Sentry-SDK compatible: Yes
- Modification required: None
- DSN host: Only change required
- Envelope endpoint: POST /api/{project_id}/envelope/
#glitchreplay #errortracking #sentryalternative #bugmonitoring #sdk #developerexperience
November 2, 2026 at 2:05 AM
By the numbers — SDK Integration:
- Sentry-SDK compatible: Yes
- Modification required: None
- DSN host: Only change required
- Envelope endpoint: POST /api/{project_id}/envelope/
#glitchreplay #errortracking #sentryalternative #bugmonitoring #sdk #developerexperience
- Sentry-SDK compatible: Yes
- Modification required: None
- DSN host: Only change required
- Envelope endpoint: POST /api/{project_id}/envelope/
#glitchreplay #errortracking #sentryalternative #bugmonitoring #sdk #developerexperience
"Agents add complexity by default, and the exhale is where simplicity happens. Technical debt is not tolerated."
impatientprogramming.org/xp-revisited/ #ai #softwareengineering #developerexperience #extremeprogramming
impatientprogramming.org/xp-revisited/ #ai #softwareengineering #developerexperience #extremeprogramming
October 31, 2026 at 12:56 PM
"Agents add complexity by default, and the exhale is where simplicity happens. Technical debt is not tolerated."
impatientprogramming.org/xp-revisited/ #ai #softwareengineering #developerexperience #extremeprogramming
impatientprogramming.org/xp-revisited/ #ai #softwareengineering #developerexperience #extremeprogramming
The gap between benchmark wins and deployment wins keeps widening. One gets headlines; the other gets customers.
October 30, 2026 at 8:40 PM
The gap between benchmark wins and deployment wins keeps widening. One gets headlines; the other gets customers.
The gap between benchmark wins and deployment wins keeps widening. One gets headlines; the other gets customers.
October 30, 2026 at 8:40 PM
The gap between benchmark wins and deployment wins keeps widening. One gets headlines; the other gets customers.
Slow Android builds hurt the entire development loop. Investigate configuration time, unnecessary task execution, dependency resolution, and code generation before reaching for random Gradle flags. #AndroidDev #Gradle #DeveloperExperience
October 30, 2026 at 12:30 AM
Slow Android builds hurt the entire development loop. Investigate configuration time, unnecessary task execution, dependency resolution, and code generation before reaching for random Gradle flags. #AndroidDev #Gradle #DeveloperExperience
Context engineering quietly replaced prompt engineering. The unit of work moved from the words you type to the window you manage.
October 28, 2026 at 11:00 PM
Context engineering quietly replaced prompt engineering. The unit of work moved from the words you type to the window you manage.
Context engineering quietly replaced prompt engineering. The unit of work moved from the words you type to the window you manage.
October 28, 2026 at 11:00 PM
Context engineering quietly replaced prompt engineering. The unit of work moved from the words you type to the window you manage.
A project can have excellent code and still be difficult to adopt.
Clear documentation, useful examples and a straightforward setup aren't extras. They're part of the product, and often determine whether someone becomes a user or moves on.
#OpenSource #DeveloperExperience
Clear documentation, useful examples and a straightforward setup aren't extras. They're part of the product, and often determine whether someone becomes a user or moves on.
#OpenSource #DeveloperExperience
October 27, 2026 at 2:27 PM
A project can have excellent code and still be difficult to adopt.
Clear documentation, useful examples and a straightforward setup aren't extras. They're part of the product, and often determine whether someone becomes a user or moves on.
#OpenSource #DeveloperExperience
Clear documentation, useful examples and a straightforward setup aren't extras. They're part of the product, and often determine whether someone becomes a user or moves on.
#OpenSource #DeveloperExperience
If your golden path is more complicated than a Konami code you have a problem.
Learn how to unlock you platform's power ups.
https://jeffbailey.us/blog/2026/10/15/learn-platform-engineering/
#PlatformEngineering #DevOps #DeveloperExperience #SoftwareEngineering
Learn how to unlock you platform's power ups.
https://jeffbailey.us/blog/2026/10/15/learn-platform-engineering/
#PlatformEngineering #DevOps #DeveloperExperience #SoftwareEngineering
Learn Platform Engineering: Golden Paths, Platform as a Product, and Team Topologies
Learn platform engineering fast: internal developer platforms, platform-as-a-product thinking, golden paths, AI coding agents, and why platforms fail.
jeffbailey.us
October 28, 2026 at 3:04 PM
If your golden path is more complicated than a Konami code you have a problem.
Learn how to unlock you platform's power ups.
https://jeffbailey.us/blog/2026/10/15/learn-platform-engineering/
#PlatformEngineering #DevOps #DeveloperExperience #SoftwareEngineering
Learn how to unlock you platform's power ups.
https://jeffbailey.us/blog/2026/10/15/learn-platform-engineering/
#PlatformEngineering #DevOps #DeveloperExperience #SoftwareEngineering
The AI-image fatigue everyone's feeling is measurable now: readers skip generic images entirely, and banner blindness got self-inflicted.
October 28, 2026 at 7:20 AM
The AI-image fatigue everyone's feeling is measurable now: readers skip generic images entirely, and banner blindness got self-inflicted.
The mature take on AI this year is verification: experts use models they can check, and calibration is the skill hiring can't screen for.
October 27, 2026 at 11:00 PM
The mature take on AI this year is verification: experts use models they can check, and calibration is the skill hiring can't screen for.
Why Platform Engineering Is the Next Evolution of DevOps
#PlatformEngineering #DevOps #CloudComputing #DevOpsEngineering #DeveloperExperience #InternalDeveloperPlatform #IDP #Automation #CloudTechnology #SoftwareDevelopment #Kubernetes #InfrastructureAsCode #CI_CD #CloudNative #SRE #DevSecOps
#PlatformEngineering #DevOps #CloudComputing #DevOpsEngineering #DeveloperExperience #InternalDeveloperPlatform #IDP #Automation #CloudTechnology #SoftwareDevelopment #Kubernetes #InfrastructureAsCode #CI_CD #CloudNative #SRE #DevSecOps
October 26, 2026 at 9:30 AM
Why Platform Engineering Is the Next Evolution of DevOps
#PlatformEngineering #DevOps #CloudComputing #DevOpsEngineering #DeveloperExperience #InternalDeveloperPlatform #IDP #Automation #CloudTechnology #SoftwareDevelopment #Kubernetes #InfrastructureAsCode #CI_CD #CloudNative #SRE #DevSecOps
#PlatformEngineering #DevOps #CloudComputing #DevOpsEngineering #DeveloperExperience #InternalDeveloperPlatform #IDP #Automation #CloudTechnology #SoftwareDevelopment #Kubernetes #InfrastructureAsCode #CI_CD #CloudNative #SRE #DevSecOps
Why Platform Engineering Is the Next Evolution of DevOps
#PlatformEngineering #DevOps #CloudComputing #DevOpsEngineering #DeveloperExperience #InternalDeveloperPlatform #IDP #Automation #CloudTechnology #SoftwareDevelopment #Kubernetes #InfrastructureAsCode #CI_CD #CloudNative #SRE #DevSecOps
#PlatformEngineering #DevOps #CloudComputing #DevOpsEngineering #DeveloperExperience #InternalDeveloperPlatform #IDP #Automation #CloudTechnology #SoftwareDevelopment #Kubernetes #InfrastructureAsCode #CI_CD #CloudNative #SRE #DevSecOps
October 26, 2026 at 8:30 AM
Why Platform Engineering Is the Next Evolution of DevOps
#PlatformEngineering #DevOps #CloudComputing #DevOpsEngineering #DeveloperExperience #InternalDeveloperPlatform #IDP #Automation #CloudTechnology #SoftwareDevelopment #Kubernetes #InfrastructureAsCode #CI_CD #CloudNative #SRE #DevSecOps
#PlatformEngineering #DevOps #CloudComputing #DevOpsEngineering #DeveloperExperience #InternalDeveloperPlatform #IDP #Automation #CloudTechnology #SoftwareDevelopment #Kubernetes #InfrastructureAsCode #CI_CD #CloudNative #SRE #DevSecOps
Why Platform Engineering Is the Next Evolution of DevOps
#PlatformEngineering #DevOps #CloudComputing #DevOpsEngineering #DeveloperExperience #InternalDeveloperPlatform #IDP #Automation #CloudTechnology #SoftwareDevelopment #Kubernetes #InfrastructureAsCode #CI_CD #CloudNative #SRE #DevSecOps
#PlatformEngineering #DevOps #CloudComputing #DevOpsEngineering #DeveloperExperience #InternalDeveloperPlatform #IDP #Automation #CloudTechnology #SoftwareDevelopment #Kubernetes #InfrastructureAsCode #CI_CD #CloudNative #SRE #DevSecOps
October 26, 2026 at 7:30 AM
Why Platform Engineering Is the Next Evolution of DevOps
#PlatformEngineering #DevOps #CloudComputing #DevOpsEngineering #DeveloperExperience #InternalDeveloperPlatform #IDP #Automation #CloudTechnology #SoftwareDevelopment #Kubernetes #InfrastructureAsCode #CI_CD #CloudNative #SRE #DevSecOps
#PlatformEngineering #DevOps #CloudComputing #DevOpsEngineering #DeveloperExperience #InternalDeveloperPlatform #IDP #Automation #CloudTechnology #SoftwareDevelopment #Kubernetes #InfrastructureAsCode #CI_CD #CloudNative #SRE #DevSecOps
The mature take on AI this year is verification: experts use models they can check, and calibration is the skill hiring can't screen for.
October 26, 2026 at 6:50 PM
The mature take on AI this year is verification: experts use models they can check, and calibration is the skill hiring can't screen for.
Why Platform Engineering Is the Next Evolution of DevOps
#PlatformEngineering #DevOps #CloudComputing #DevOpsEngineering #DeveloperExperience #InternalDeveloperPlatform #IDP #Automation #CloudTechnology #SoftwareDevelopment #Kubernetes #InfrastructureAsCode #CI_CD #CloudNative #SRE #DevSecOps
#PlatformEngineering #DevOps #CloudComputing #DevOpsEngineering #DeveloperExperience #InternalDeveloperPlatform #IDP #Automation #CloudTechnology #SoftwareDevelopment #Kubernetes #InfrastructureAsCode #CI_CD #CloudNative #SRE #DevSecOps
October 26, 2026 at 12:30 PM
Why Platform Engineering Is the Next Evolution of DevOps
#PlatformEngineering #DevOps #CloudComputing #DevOpsEngineering #DeveloperExperience #InternalDeveloperPlatform #IDP #Automation #CloudTechnology #SoftwareDevelopment #Kubernetes #InfrastructureAsCode #CI_CD #CloudNative #SRE #DevSecOps
#PlatformEngineering #DevOps #CloudComputing #DevOpsEngineering #DeveloperExperience #InternalDeveloperPlatform #IDP #Automation #CloudTechnology #SoftwareDevelopment #Kubernetes #InfrastructureAsCode #CI_CD #CloudNative #SRE #DevSecOps