You may not like it, but this is what the ideal function declaration looks like:
![A Lean function declaration, sans the body:
```
def arith [ToString α] [Add α] [Sub α] [Mul α] [Div α] [Mod α] [AndOp α] [OrOp α] [XorOp α]
[Complement α] [ShiftLeft α] [ShiftRight α] [Neg α] [LT α] [LE α] [BEq α]
[DecidableRel (α := α) (· < ·)] [DecidableRel (α := α) (· ≤ ·)]
(name : String) (vals : List α) : IO Unit := do
```](https://cdn.bsky.app/img/feed_thumbnail/plain/did:plc:i4mpbrvmprmuyqwum2odtfhz/bafkreih5mptw64ieixtyiq7lgg5jlig2nhxxutklgv4jelzhe7g6xfhspq)
October 27, 2026 at 2:13 AM
You may not like it, but this is what the ideal function declaration looks like:
Tools that help developers ship more software should also take on more responsibility for securing it, since developer pace keeps outpacing manual secret…
#DevTools #AppSec #SecureByDefault #ShiftLeft
https://github.blog/ai-and-ml/github-copilot/secret-protection-must-scale-with-software/
#DevTools #AppSec #SecureByDefault #ShiftLeft
https://github.blog/ai-and-ml/github-copilot/secret-protection-must-scale-with-software/
October 7, 2026 at 6:01 PM
Tools that help developers ship more software should also take on more responsibility for securing it, since developer pace keeps outpacing manual secret…
#DevTools #AppSec #SecureByDefault #ShiftLeft
https://github.blog/ai-and-ml/github-copilot/secret-protection-must-scale-with-software/
#DevTools #AppSec #SecureByDefault #ShiftLeft
https://github.blog/ai-and-ml/github-copilot/secret-protection-must-scale-with-software/
When we say "shift left" for accessibility people naturally think "earlier."
Yes, earlier is important, but this isn't solely about timing.
It's about shifting accountability and responsibility to not rest with one role, and make it everyone's job.
#accessibility #ShiftLeft
Yes, earlier is important, but this isn't solely about timing.
It's about shifting accountability and responsibility to not rest with one role, and make it everyone's job.
#accessibility #ShiftLeft
October 1, 2026 at 3:46 PM
When we say "shift left" for accessibility people naturally think "earlier."
Yes, earlier is important, but this isn't solely about timing.
It's about shifting accountability and responsibility to not rest with one role, and make it everyone's job.
#accessibility #ShiftLeft
Yes, earlier is important, but this isn't solely about timing.
It's about shifting accountability and responsibility to not rest with one role, and make it everyone's job.
#accessibility #ShiftLeft
Accessibility rarely gets removed. It gets lost in the handoffs. If your workflow doesn't carry a11y forward, it's not really built in.
buttondown.com/nic-s...
#Accessibility #DigitalAccessibility #A11y #InclusiveDesign #AccessibilityLeadership #ShiftLeft
buttondown.com/nic-s...
#Accessibility #DigitalAccessibility #A11y #InclusiveDesign #AccessibilityLeadership #ShiftLeft
Accessibility getting dropped in the process
This newsletter is a bit different than previous ones. Rather than my usual collection of shorter articles and updates, it’s devoted to one longer piece. The...
buttondown.com
September 29, 2026 at 6:47 PM
Accessibility rarely gets removed. It gets lost in the handoffs. If your workflow doesn't carry a11y forward, it's not really built in.
buttondown.com/nic-s...
#Accessibility #DigitalAccessibility #A11y #InclusiveDesign #AccessibilityLeadership #ShiftLeft
buttondown.com/nic-s...
#Accessibility #DigitalAccessibility #A11y #InclusiveDesign #AccessibilityLeadership #ShiftLeft
Accessibility annotations aren't one-size-fits-all. Teams adapt them to their products, platforms, and workflows. That's the real shift left.
www.youtube.com/watc...
#Accessibility #InclusiveDesign #A11y #UXDesign #DesignSystems #AccessibilityAnnotations #ShiftLeft #ID24
www.youtube.com/watc...
#Accessibility #InclusiveDesign #A11y #UXDesign #DesignSystems #AccessibilityAnnotations #ShiftLeft #ID24
Jan Maarten and Daniel Henderson-Ede / Accessibility Annotations Around the World #id24 2025
Annotating designs is a common practice for designers and developers to make experiences accessible for people with disabilities. But these libraries and plugins aren't one size fits all tools. In this session, two of the creators of the CVS Annotation Kits take you on a tour of how teams around the
www.youtube.com
September 26, 2026 at 2:00 PM
Accessibility annotations aren't one-size-fits-all. Teams adapt them to their products, platforms, and workflows. That's the real shift left.
www.youtube.com/watc...
#Accessibility #InclusiveDesign #A11y #UXDesign #DesignSystems #AccessibilityAnnotations #ShiftLeft #ID24
www.youtube.com/watc...
#Accessibility #InclusiveDesign #A11y #UXDesign #DesignSystems #AccessibilityAnnotations #ShiftLeft #ID24
Post of the day, folks!
The center dwelling libs are falling for the stupidity maga is spewing. Why do they care? Cuz center dweller mean half republican. Its that simple. They arent cool or progressive they just agree with half their bs. Thats over simplified but idc anymore
#ShiftLeft
#FarFarLeft
The center dwelling libs are falling for the stupidity maga is spewing. Why do they care? Cuz center dweller mean half republican. Its that simple. They arent cool or progressive they just agree with half their bs. Thats over simplified but idc anymore
#ShiftLeft
#FarFarLeft
August 16, 2026 at 3:18 AM
Post of the day, folks!
The center dwelling libs are falling for the stupidity maga is spewing. Why do they care? Cuz center dweller mean half republican. Its that simple. They arent cool or progressive they just agree with half their bs. Thats over simplified but idc anymore
#ShiftLeft
#FarFarLeft
The center dwelling libs are falling for the stupidity maga is spewing. Why do they care? Cuz center dweller mean half republican. Its that simple. They arent cool or progressive they just agree with half their bs. Thats over simplified but idc anymore
#ShiftLeft
#FarFarLeft
Ive been begging liberals who brag about being center left to shift, now is no time to be in the middle between nazi philosophy & socialism. Thats the middle folks! Nobody gets it. Now that the nazis are telling people NOT to shift further left, maybe theyll get the message
#ShiftLeft
#FarFarLeft
#ShiftLeft
#FarFarLeft
August 15, 2026 at 4:08 PM
Ive been begging liberals who brag about being center left to shift, now is no time to be in the middle between nazi philosophy & socialism. Thats the middle folks! Nobody gets it. Now that the nazis are telling people NOT to shift further left, maybe theyll get the message
#ShiftLeft
#FarFarLeft
#ShiftLeft
#FarFarLeft
Shifting Left isn’t just a buzzword - it’s the foundation for efficiency in your organization!
By making clean, reliable, and accessible data available across your organization, you reduce complexity and unlock time to focus on higher-value work.
📖 Details here: bit.ly/3PXVilN
#ShiftLeft #InfoQ
By making clean, reliable, and accessible data available across your organization, you reduce complexity and unlock time to focus on higher-value work.
📖 Details here: bit.ly/3PXVilN
#ShiftLeft #InfoQ
April 18, 2025 at 1:43 PM
Shifting Left isn’t just a buzzword - it’s the foundation for efficiency in your organization!
By making clean, reliable, and accessible data available across your organization, you reduce complexity and unlock time to focus on higher-value work.
📖 Details here: bit.ly/3PXVilN
#ShiftLeft #InfoQ
By making clean, reliable, and accessible data available across your organization, you reduce complexity and unlock time to focus on higher-value work.
📖 Details here: bit.ly/3PXVilN
#ShiftLeft #InfoQ
A #ShiftLeft approach to #DataProcessing relies on data products, which form the basis of data communication across the business.
This addresses many flaws in traditional data processing and makes data more relevant, complete & trustworthy.
#InfoQ article: bit.ly/3PXVilN
#DataMesh #DataLake #ETL
This addresses many flaws in traditional data processing and makes data more relevant, complete & trustworthy.
#InfoQ article: bit.ly/3PXVilN
#DataMesh #DataLake #ETL
January 31, 2025 at 9:17 AM
A #ShiftLeft approach to #DataProcessing relies on data products, which form the basis of data communication across the business.
This addresses many flaws in traditional data processing and makes data more relevant, complete & trustworthy.
#InfoQ article: bit.ly/3PXVilN
#DataMesh #DataLake #ETL
This addresses many flaws in traditional data processing and makes data more relevant, complete & trustworthy.
#InfoQ article: bit.ly/3PXVilN
#DataMesh #DataLake #ETL
What's your take on shift-left testing in DevOps? It promotes quality early in the lifecycle! 🤔 Let's discuss how it affects your workflow! 🔍 #DevOps #ShiftLeft #SoftwareTesting https://www.growth-hackers.net/why-does-devops-recommend-shift-left-testing-principles/
August 17, 2025 at 12:35 PM
What's your take on shift-left testing in DevOps? It promotes quality early in the lifecycle! 🤔 Let's discuss how it affects your workflow! 🔍 #DevOps #ShiftLeft #SoftwareTesting https://www.growth-hackers.net/why-does-devops-recommend-shift-left-testing-principles/
Think “Shift Left” is a new trend? It’s old school—like Agile Manifesto old! Embedding testers early isn’t radical. It’s just smart. #QualityMatters #DevCulture #ShiftLeft #QualityEngineering
www.roadlesstested.com/p/beyond-buz...
www.roadlesstested.com/p/beyond-buz...
Beyond Buzzwords: Embedding Real Shift-Left Practices
How Short Conversations Today Lead to Better Software Tomorrow
www.roadlesstested.com
March 28, 2025 at 1:09 PM
Think “Shift Left” is a new trend? It’s old school—like Agile Manifesto old! Embedding testers early isn’t radical. It’s just smart. #QualityMatters #DevCulture #ShiftLeft #QualityEngineering
www.roadlesstested.com/p/beyond-buz...
www.roadlesstested.com/p/beyond-buz...
Shift left is a concept as old as agile methodologies, so why do people still talk about it as if it is groundbreaking? A better approach is shifting conversations about software quality left instead. www.roadlesstested.com/p/beyond-buz...
#ShiftLeft #SoftwareEngineering #Agile #ContinuousTesting
#ShiftLeft #SoftwareEngineering #Agile #ContinuousTesting
Beyond Buzzwords: Embedding Real Shift-Left Practices
How Short Conversations Today Lead to Better Software Tomorrow
www.roadlesstested.com
March 27, 2025 at 5:44 PM
Shift left is a concept as old as agile methodologies, so why do people still talk about it as if it is groundbreaking? A better approach is shifting conversations about software quality left instead. www.roadlesstested.com/p/beyond-buz...
#ShiftLeft #SoftwareEngineering #Agile #ContinuousTesting
#ShiftLeft #SoftwareEngineering #Agile #ContinuousTesting
Securing AI-generated code is here!
Vibe-coding? Open source libraries? Wrote it yourself? We secure it all.
Watch us create & secure AI code in less than 90 seconds.
#aicode #aicodegeneration #aicoder #vibecoding #codesecurity #shiftleft #devops #devsecops #devs #dev #cybersecurity
Vibe-coding? Open source libraries? Wrote it yourself? We secure it all.
Watch us create & secure AI code in less than 90 seconds.
#aicode #aicodegeneration #aicoder #vibecoding #codesecurity #shiftleft #devops #devsecops #devs #dev #cybersecurity
July 1, 2025 at 7:23 PM
Securing AI-generated code is here!
Vibe-coding? Open source libraries? Wrote it yourself? We secure it all.
Watch us create & secure AI code in less than 90 seconds.
#aicode #aicodegeneration #aicoder #vibecoding #codesecurity #shiftleft #devops #devsecops #devs #dev #cybersecurity
Vibe-coding? Open source libraries? Wrote it yourself? We secure it all.
Watch us create & secure AI code in less than 90 seconds.
#aicode #aicodegeneration #aicoder #vibecoding #codesecurity #shiftleft #devops #devsecops #devs #dev #cybersecurity
AI code gets less secure the more you refine it.
“Security Degradation in Iterative AI Code Generation” ➡️ after 5 refinement rounds, critical vulnerabilities increased by 37.6%
We explore the study:
www.symbioticsec.ai/blog/explori...
#DevSecOps #AIsecurity #Cybersecurity #ShiftLeft
“Security Degradation in Iterative AI Code Generation” ➡️ after 5 refinement rounds, critical vulnerabilities increased by 37.6%
We explore the study:
www.symbioticsec.ai/blog/explori...
#DevSecOps #AIsecurity #Cybersecurity #ShiftLeft
Iterative AI Code Generation - Exploring the Study
The study “Security Degradation in Iterative AI Code Generation” made clear that more iteration on code using LLMs leads to more security vulnerabilities.
www.symbioticsec.ai
June 25, 2025 at 4:54 PM
AI code gets less secure the more you refine it.
“Security Degradation in Iterative AI Code Generation” ➡️ after 5 refinement rounds, critical vulnerabilities increased by 37.6%
We explore the study:
www.symbioticsec.ai/blog/explori...
#DevSecOps #AIsecurity #Cybersecurity #ShiftLeft
“Security Degradation in Iterative AI Code Generation” ➡️ after 5 refinement rounds, critical vulnerabilities increased by 37.6%
We explore the study:
www.symbioticsec.ai/blog/explori...
#DevSecOps #AIsecurity #Cybersecurity #ShiftLeft
How do we stop wasting time on security that doesn’t solve the problem?
How do we make security part of how we build, not a problem we fix afterward?
We wrote about what that could look like: www.symbioticsec.ai/blog/real-co...
#DevSecOps #DeveloperExperience #Cybersecurity #ShiftLeft
How do we make security part of how we build, not a problem we fix afterward?
We wrote about what that could look like: www.symbioticsec.ai/blog/real-co...
#DevSecOps #DeveloperExperience #Cybersecurity #ShiftLeft
Developer-First Security: Addressing Modern Problems
Developer-first security is the key to cutting through cybersecurity noise, enabling faster development, and reducing real-world risk.
www.symbioticsec.ai
June 20, 2025 at 5:58 PM
How do we stop wasting time on security that doesn’t solve the problem?
How do we make security part of how we build, not a problem we fix afterward?
We wrote about what that could look like: www.symbioticsec.ai/blog/real-co...
#DevSecOps #DeveloperExperience #Cybersecurity #ShiftLeft
How do we make security part of how we build, not a problem we fix afterward?
We wrote about what that could look like: www.symbioticsec.ai/blog/real-co...
#DevSecOps #DeveloperExperience #Cybersecurity #ShiftLeft
RE: https://mastodon.online/@myfear/116826263082588553
"I still think the basic rule is simple: use AI to go faster on work you understand already. If you hand core business logic to a model and hope for the best, you are outsourcing the part you still need to own." #shiftleft #ai
Note that if […]
"I still think the basic rule is simple: use AI to go faster on work you understand already. If you hand core business logic to a model and hope for the best, you are outsourcing the part you still need to own." #shiftleft #ai
Note that if […]
Original post on fosstodon.org
fosstodon.org
June 28, 2026 at 9:03 AM
RE: https://mastodon.online/@myfear/116826263082588553
"I still think the basic rule is simple: use AI to go faster on work you understand already. If you hand core business logic to a model and hope for the best, you are outsourcing the part you still need to own." #shiftleft #ai
Note that if […]
"I still think the basic rule is simple: use AI to go faster on work you understand already. If you hand core business logic to a model and hope for the best, you are outsourcing the part you still need to own." #shiftleft #ai
Note that if […]
Manual #governance is a release bottleneck. 🛑
Learn how #Gradle & @jfrog automate #compliance to eliminate delivery delays and security risks. Register for Feb-19! 👇
https://tinyurl.com/2jjbjdka
#GRC #Security #Vulnerability #ShiftLeft #DevOps #DevGovOps
Learn how #Gradle & @jfrog automate #compliance to eliminate delivery delays and security risks. Register for Feb-19! 👇
https://tinyurl.com/2jjbjdka
#GRC #Security #Vulnerability #ShiftLeft #DevOps #DevGovOps
Automating governance from build to release with Gradle and JFrog | Gradle
Explore how the emerging practice of Continuous Governance, Risk, and Compliance (GRC) ensures the integrity of the build process in today's AI-powered development world.
gradle.com
February 5, 2026 at 10:15 PM
Manual #governance is a release bottleneck. 🛑
Learn how #Gradle & @jfrog automate #compliance to eliminate delivery delays and security risks. Register for Feb-19! 👇
https://tinyurl.com/2jjbjdka
#GRC #Security #Vulnerability #ShiftLeft #DevOps #DevGovOps
Learn how #Gradle & @jfrog automate #compliance to eliminate delivery delays and security risks. Register for Feb-19! 👇
https://tinyurl.com/2jjbjdka
#GRC #Security #Vulnerability #ShiftLeft #DevOps #DevGovOps
#shiftleft #softwaretesting in #devsecops using #securecoding.
Plus, do the world a favor don't open-source your buggy code!
#cybersecurity
#unittesting
#misra
#sdlc
#cicd
#sast
#dast
thenewstack.io/secure-codin...
Plus, do the world a favor don't open-source your buggy code!
#cybersecurity
#unittesting
#misra
#sdlc
#cicd
#sast
#dast
thenewstack.io/secure-codin...
Secure Coding in C++: Avoid Buffer Overflows and Memory Leaks
The same features that make C++ powerful, like direct memory access, also introduce security risks if not meticulously managed.
thenewstack.io
March 14, 2025 at 4:36 PM
#shiftleft #softwaretesting in #devsecops using #securecoding.
Plus, do the world a favor don't open-source your buggy code!
#cybersecurity
#unittesting
#misra
#sdlc
#cicd
#sast
#dast
thenewstack.io/secure-codin...
Plus, do the world a favor don't open-source your buggy code!
#cybersecurity
#unittesting
#misra
#sdlc
#cicd
#sast
#dast
thenewstack.io/secure-codin...
I just received word that two training modules for accessibility that I recommend have been added to the company's annual training requirements!
#Accessibility #A11y #Process #ShiftLeft
#Accessibility #A11y #Process #ShiftLeft
December 11, 2025 at 5:29 PM
I just received word that two training modules for accessibility that I recommend have been added to the company's annual training requirements!
#Accessibility #A11y #Process #ShiftLeft
#Accessibility #A11y #Process #ShiftLeft
1/7 I just published a new article on "Shifting Left: The Strategic Approach to Web Accessibility" - a better way to handle accessibility than the constant cycle of launch, audit, and fix.
#a11y #Accessibility #WCAG #ShiftLeft #Digital_Accessibility
#a11y #Accessibility #WCAG #ShiftLeft #Digital_Accessibility
Shifting Left: The Strategic Approach to Web Accessibility
In the world of web accessibility, we often see organizations taking a reactive approach: they launch products, run accessibility audits, and then scramble to fix the issues found. While fixing access...
nira11y.com
April 24, 2025 at 9:18 AM
1/7 I just published a new article on "Shifting Left: The Strategic Approach to Web Accessibility" - a better way to handle accessibility than the constant cycle of launch, audit, and fix.
#a11y #Accessibility #WCAG #ShiftLeft #Digital_Accessibility
#a11y #Accessibility #WCAG #ShiftLeft #Digital_Accessibility
⬅️ Shift-left testing flips that. We break down how to move QA earlier in the pipeline, what it takes, and why most teams still don't do it.
🔗 Read it here → https://qasphere.com/blog/shift-left-testing/
#ShiftLeft #SoftwareTesting #DevOps #QA
🔗 Read it here → https://qasphere.com/blog/shift-left-testing/
#ShiftLeft #SoftwareTesting #DevOps #QA
June 29, 2026 at 9:59 AM
⬅️ Shift-left testing flips that. We break down how to move QA earlier in the pipeline, what it takes, and why most teams still don't do it.
🔗 Read it here → https://qasphere.com/blog/shift-left-testing/
#ShiftLeft #SoftwareTesting #DevOps #QA
🔗 Read it here → https://qasphere.com/blog/shift-left-testing/
#ShiftLeft #SoftwareTesting #DevOps #QA
🎥 Missed one of my past conference talks? Let’s fix that.
I’m sharing my favorites—packed with real-world advice, lessons, and a few laughs.
“Pushing Left, Like a Boss”
📽️ https://twp.ai/9PV443
#CyberSecurity #SecurityAwareness #appsec #shiftleft
I’m sharing my favorites—packed with real-world advice, lessons, and a few laughs.
“Pushing Left, Like a Boss”
📽️ https://twp.ai/9PV443
#CyberSecurity #SecurityAwareness #appsec #shiftleft
September 18, 2025 at 3:38 AM
🎥 Missed one of my past conference talks? Let’s fix that.
I’m sharing my favorites—packed with real-world advice, lessons, and a few laughs.
“Pushing Left, Like a Boss”
📽️ https://twp.ai/9PV443
#CyberSecurity #SecurityAwareness #appsec #shiftleft
I’m sharing my favorites—packed with real-world advice, lessons, and a few laughs.
“Pushing Left, Like a Boss”
📽️ https://twp.ai/9PV443
#CyberSecurity #SecurityAwareness #appsec #shiftleft
🎥 Missed one of my past conference talks? Let’s fix that.
I’m sharing my favorites—packed with real-world advice, lessons, and a few laughs.
“Pushing Left, Like a Boss”
📽️ https://twp.ai/9PT8Qt
#CyberSecurity #SecurityAwareness #appsec #shiftleft
I’m sharing my favorites—packed with real-world advice, lessons, and a few laughs.
“Pushing Left, Like a Boss”
📽️ https://twp.ai/9PT8Qt
#CyberSecurity #SecurityAwareness #appsec #shiftleft
youtu.be
AppSec EU 2017 Pushing Left Like A Boss: Application Security Foundations by Tanya Janca
twp.ai
July 25, 2025 at 2:31 AM
🎥 Missed one of my past conference talks? Let’s fix that.
I’m sharing my favorites—packed with real-world advice, lessons, and a few laughs.
“Pushing Left, Like a Boss”
📽️ https://twp.ai/9PT8Qt
#CyberSecurity #SecurityAwareness #appsec #shiftleft
I’m sharing my favorites—packed with real-world advice, lessons, and a few laughs.
“Pushing Left, Like a Boss”
📽️ https://twp.ai/9PT8Qt
#CyberSecurity #SecurityAwareness #appsec #shiftleft