Veracode found 45% of AI-generated code introduced OWASP Top 10 vulnerabilities.
AI can write code faster. But faster generation doesn’t mean safer software. Every AI-generated line still needs verification.
#AISecurity #AICoding #AppSec #DevSecOps #Cybersecurity #Syntaxa
AI can write code faster. But faster generation doesn’t mean safer software. Every AI-generated line still needs verification.
#AISecurity #AICoding #AppSec #DevSecOps #Cybersecurity #Syntaxa
August 26, 2026 at 3:38 PM
Veracode found 45% of AI-generated code introduced OWASP Top 10 vulnerabilities.
AI can write code faster. But faster generation doesn’t mean safer software. Every AI-generated line still needs verification.
#AISecurity #AICoding #AppSec #DevSecOps #Cybersecurity #Syntaxa
AI can write code faster. But faster generation doesn’t mean safer software. Every AI-generated line still needs verification.
#AISecurity #AICoding #AppSec #DevSecOps #Cybersecurity #Syntaxa
A codebase can keep working while its architecture quietly becomes harder to understand.
The real risk is what you can’t see.
Syntaxa reconstructs your software’s structure so engineering decisions are based on evidence.
#Syntaxa #SoftwareArchitecture
The real risk is what you can’t see.
Syntaxa reconstructs your software’s structure so engineering decisions are based on evidence.
#Syntaxa #SoftwareArchitecture
August 20, 2026 at 10:27 AM
A codebase can keep working while its architecture quietly becomes harder to understand.
The real risk is what you can’t see.
Syntaxa reconstructs your software’s structure so engineering decisions are based on evidence.
#Syntaxa #SoftwareArchitecture
The real risk is what you can’t see.
Syntaxa reconstructs your software’s structure so engineering decisions are based on evidence.
#Syntaxa #SoftwareArchitecture
After some complaints the OA version of Ted Gisbons book on Dependency Syntax is available as #OpenAccess.
https://direct.mit.edu/books/oa-monograph/6146/SyntaxA-Cognitive-Approach
I do not agree that #dependencygrammar is the simplest theory of grammar, but I do agree that the notion of […]
https://direct.mit.edu/books/oa-monograph/6146/SyntaxA-Cognitive-Approach
I do not agree that #dependencygrammar is the simplest theory of grammar, but I do agree that the notion of […]
Original post on lingo.lol
lingo.lol
May 13, 2026 at 5:35 PM
After some complaints the OA version of Ted Gisbons book on Dependency Syntax is available as #OpenAccess.
https://direct.mit.edu/books/oa-monograph/6146/SyntaxA-Cognitive-Approach
I do not agree that #dependencygrammar is the simplest theory of grammar, but I do agree that the notion of […]
https://direct.mit.edu/books/oa-monograph/6146/SyntaxA-Cognitive-Approach
I do not agree that #dependencygrammar is the simplest theory of grammar, but I do agree that the notion of […]
Join now - worst case, Syntaxa just tells you what you already suspected about your architecture.
November 21, 2025 at 5:22 PM
Join now - worst case, Syntaxa just tells you what you already suspected about your architecture.
Grab your TrackPoint and hold on - Syntaxa is about to accelerate your whole stack.
AI + CLI + Docs = Less typing, more shipping. Welcome to Syntaxa.
#DevTools #AIDocs #CLI #Productivity #Syntaxa
#DevTools #AIDocs #CLI #Productivity #Syntaxa
November 19, 2025 at 11:37 PM
Grab your TrackPoint and hold on - Syntaxa is about to accelerate your whole stack.
Most companies don’t fail because of bad code.
They fail because no one remembers why things were built or how they work.
Syntaxa is the living memory of your codebase - a self-updating map of your architecture so you’re never handcuffed to one dev or mystery code again.
They fail because no one remembers why things were built or how they work.
Syntaxa is the living memory of your codebase - a self-updating map of your architecture so you’re never handcuffed to one dev or mystery code again.
November 18, 2025 at 4:49 PM
Most companies don’t fail because of bad code.
They fail because no one remembers why things were built or how they work.
Syntaxa is the living memory of your codebase - a self-updating map of your architecture so you’re never handcuffed to one dev or mystery code again.
They fail because no one remembers why things were built or how they work.
Syntaxa is the living memory of your codebase - a self-updating map of your architecture so you’re never handcuffed to one dev or mystery code again.
May 28, 2026 at 12:59 PM
New Special Collection: "Vegetation of the Balkan Peninsula" - launched alongside the EDGG's Eurasian Grassland Conference (Sofia) and the 34th EVS conference (Clermont-Ferrand).
Submissions welcome on Balkan vegetation classification, syntaxa, habitats, and more. Preliminary abstracts due 31 Oct
Submissions welcome on Balkan vegetation classification, syntaxa, habitats, and more. Preliminary abstracts due 31 Oct
Call to contribute to a Special Collection “Vegetation of the Balkan Peninsula” in Vegetation Classification and Survey
New Special Collection "Vegetation of the Balkan Peninsula" has been launched in conjunction with the annual conferences of two IAVS Working Groups in 2026, namely the 21st Eurasia...
vcs.pensoft.net
August 7, 2026 at 1:14 PM
New Special Collection: "Vegetation of the Balkan Peninsula" - launched alongside the EDGG's Eurasian Grassland Conference (Sofia) and the 34th EVS conference (Clermont-Ferrand).
Submissions welcome on Balkan vegetation classification, syntaxa, habitats, and more. Preliminary abstracts due 31 Oct
Submissions welcome on Balkan vegetation classification, syntaxa, habitats, and more. Preliminary abstracts due 31 Oct
Dr. Capelo is also a co-author on a recently published study on the optimisation of Total Differential Value (TDV), a vegetation classification technique.
Read the full study here: doi.org/10.3897/VCS....
#vegetationscience
Read the full study here: doi.org/10.3897/VCS....
#vegetationscience
TDV-optimization exemplified: Application to coastal cliff vegetation in Cabo Verde
Aims: We illustrate the application of Total Differential Value (TDV) optimization – a vegetation classification technique – and introduce methodological innovations for identifying syntaxa at differe...
doi.org
June 24, 2026 at 9:27 AM
Dr. Capelo is also a co-author on a recently published study on the optimisation of Total Differential Value (TDV), a vegetation classification technique.
Read the full study here: doi.org/10.3897/VCS....
#vegetationscience
Read the full study here: doi.org/10.3897/VCS....
#vegetationscience
New nomenclatural proposals clarify the names and types of the class Phragmito-Magnocaricetea, aligning them with the International Code of Phytosociological Nomenclature.
🔗 doi.org/10.3897/VCS....
🔗 doi.org/10.3897/VCS....
Nomenclatural revision, proposals (40–44) and requests (8–10) regarding some syntaxa of the class Phragmito-Magnocaricetea Klika in Klika et Novák 1941
In the course of a comprehensive revision of the syntaxonomy and nomenclature of the class Phragmito-Magnocaricetea Klika in Klika et Novák 1941, it appeared necessary to resolve some nomenclatural is...
doi.org
November 26, 2025 at 8:15 AM
New nomenclatural proposals clarify the names and types of the class Phragmito-Magnocaricetea, aligning them with the International Code of Phytosociological Nomenclature.
🔗 doi.org/10.3897/VCS....
🔗 doi.org/10.3897/VCS....
In our new article, Zdenka Preislerová and I review the trends in describing new syntaxa of European vegetation from the early 20th century to the publication of the EuroVegChecklist (Mucina et al. 2016) and beyond.
@applvegsci.bsky.social @euroveg.bsky.social
🔗Open access: doi.org/10.1111/avsc...
@applvegsci.bsky.social @euroveg.bsky.social
🔗Open access: doi.org/10.1111/avsc...
September 29, 2025 at 1:37 PM
In our new article, Zdenka Preislerová and I review the trends in describing new syntaxa of European vegetation from the early 20th century to the publication of the EuroVegChecklist (Mucina et al. 2016) and beyond.
@applvegsci.bsky.social @euroveg.bsky.social
🔗Open access: doi.org/10.1111/avsc...
@applvegsci.bsky.social @euroveg.bsky.social
🔗Open access: doi.org/10.1111/avsc...
Open access in Plant Biosystems:
🔗 doi.org/10.1080/1126...
📷 Pictures were taken during our students' excursion in northern Albania in 2016.
🔗 doi.org/10.1080/1126...
📷 Pictures were taken during our students' excursion in northern Albania in 2016.
Classification of Quercus trojana forests in southeastern Europe and Türkiye
This paper deals with Quercus trojana forest plant communities on the Balkan Peninsula, in Italy and Türkiye. Many syntaxa were described, but no unified syntaxonomic system based on a numerical an...
doi.org
July 22, 2025 at 10:13 PM
Open access in Plant Biosystems:
🔗 doi.org/10.1080/1126...
📷 Pictures were taken during our students' excursion in northern Albania in 2016.
🔗 doi.org/10.1080/1126...
📷 Pictures were taken during our students' excursion in northern Albania in 2016.
96% of developers don't fully trust AI-generated code. Yet AI-assisted code is ~42% of commits.
We're generating software faster than humans can build a reliable mental model of it. The next challenge is understanding what we've built.
#AiCode #Syntaxa #ArchitectureIntelligence
We're generating software faster than humans can build a reliable mental model of it. The next challenge is understanding what we've built.
#AiCode #Syntaxa #ArchitectureIntelligence
August 14, 2026 at 11:51 AM
96% of developers don't fully trust AI-generated code. Yet AI-assisted code is ~42% of commits.
We're generating software faster than humans can build a reliable mental model of it. The next challenge is understanding what we've built.
#AiCode #Syntaxa #ArchitectureIntelligence
We're generating software faster than humans can build a reliable mental model of it. The next challenge is understanding what we've built.
#AiCode #Syntaxa #ArchitectureIntelligence
341 anomalies. 19 confirmed findings.
The value isn't in producing more alerts.
It's in giving engineers confidence about which ones are worth acting on.
#ArchitectureIntelligence #DeveloperTools #Syntaxa
The value isn't in producing more alerts.
It's in giving engineers confidence about which ones are worth acting on.
#ArchitectureIntelligence #DeveloperTools #Syntaxa
August 7, 2026 at 2:47 PM
341 anomalies. 19 confirmed findings.
The value isn't in producing more alerts.
It's in giving engineers confidence about which ones are worth acting on.
#ArchitectureIntelligence #DeveloperTools #Syntaxa
The value isn't in producing more alerts.
It's in giving engineers confidence about which ones are worth acting on.
#ArchitectureIntelligence #DeveloperTools #Syntaxa
6,021 dependencies.
Would your team know that...
or guess?
The bigger your system gets, the less guessing you can afford. Especially when not every line of code was written by a human.
#SoftwareArchitecture #DeveloperTools #Syntaxa
Would your team know that...
or guess?
The bigger your system gets, the less guessing you can afford. Especially when not every line of code was written by a human.
#SoftwareArchitecture #DeveloperTools #Syntaxa
August 4, 2026 at 3:32 PM
6,021 dependencies.
Would your team know that...
or guess?
The bigger your system gets, the less guessing you can afford. Especially when not every line of code was written by a human.
#SoftwareArchitecture #DeveloperTools #Syntaxa
Would your team know that...
or guess?
The bigger your system gets, the less guessing you can afford. Especially when not every line of code was written by a human.
#SoftwareArchitecture #DeveloperTools #Syntaxa
AI can generate the next change. It can't guarantee anyone understands the result.
That's the architecture gap.
--> syntaxa.ai
#SoftwareArchitecture #AIEngineering #DevTools #Syntaxa
That's the architecture gap.
--> syntaxa.ai
#SoftwareArchitecture #AIEngineering #DevTools #Syntaxa
July 31, 2026 at 3:02 PM
AI can generate the next change. It can't guarantee anyone understands the result.
That's the architecture gap.
--> syntaxa.ai
#SoftwareArchitecture #AIEngineering #DevTools #Syntaxa
That's the architecture gap.
--> syntaxa.ai
#SoftwareArchitecture #AIEngineering #DevTools #Syntaxa
"This feels brittle", and PR gets merged anyway.
42% of eng time is tech debt. Teams measure velocity, coverage, deploys.
Blast radius? Still lives in someone's gut.
#ArchitectureIntelligence #StaticAnalysis #CodeQuality #CTO #Syntaxa
42% of eng time is tech debt. Teams measure velocity, coverage, deploys.
Blast radius? Still lives in someone's gut.
#ArchitectureIntelligence #StaticAnalysis #CodeQuality #CTO #Syntaxa
June 24, 2026 at 12:59 PM
"This feels brittle", and PR gets merged anyway.
42% of eng time is tech debt. Teams measure velocity, coverage, deploys.
Blast radius? Still lives in someone's gut.
#ArchitectureIntelligence #StaticAnalysis #CodeQuality #CTO #Syntaxa
42% of eng time is tech debt. Teams measure velocity, coverage, deploys.
Blast radius? Still lives in someone's gut.
#ArchitectureIntelligence #StaticAnalysis #CodeQuality #CTO #Syntaxa
If your architecture has a smell, you should know the score.
#SoftwareArchitecture #CodeQuality #Syntaxa
#SoftwareArchitecture #CodeQuality #Syntaxa
June 19, 2026 at 1:38 PM
If your architecture has a smell, you should know the score.
#SoftwareArchitecture #CodeQuality #Syntaxa
#SoftwareArchitecture #CodeQuality #Syntaxa
30% of tech acquisitions destroy value. Average cleanup: $3.2M in hidden tech debt.
The README looked fine. It always does.
Syntaxa reads the source before you wire the money.
--> syntaxa.ai
#TechDueDiligence #MnA #TechDebt #CTO #Syntaxa
The README looked fine. It always does.
Syntaxa reads the source before you wire the money.
--> syntaxa.ai
#TechDueDiligence #MnA #TechDebt #CTO #Syntaxa
June 16, 2026 at 1:40 PM
30% of tech acquisitions destroy value. Average cleanup: $3.2M in hidden tech debt.
The README looked fine. It always does.
Syntaxa reads the source before you wire the money.
--> syntaxa.ai
#TechDueDiligence #MnA #TechDebt #CTO #Syntaxa
The README looked fine. It always does.
Syntaxa reads the source before you wire the money.
--> syntaxa.ai
#TechDueDiligence #MnA #TechDebt #CTO #Syntaxa
Ask five engineers what's in the stack.
Compare answers. Then run Syntaxa.
See every service, dependency, and connection, reconstructed directly from source code.
#SoftwareArchitecture #DevOps #PlatformEngineering #Syntaxa
Compare answers. Then run Syntaxa.
See every service, dependency, and connection, reconstructed directly from source code.
#SoftwareArchitecture #DevOps #PlatformEngineering #Syntaxa
June 15, 2026 at 1:00 PM
Ask five engineers what's in the stack.
Compare answers. Then run Syntaxa.
See every service, dependency, and connection, reconstructed directly from source code.
#SoftwareArchitecture #DevOps #PlatformEngineering #Syntaxa
Compare answers. Then run Syntaxa.
See every service, dependency, and connection, reconstructed directly from source code.
#SoftwareArchitecture #DevOps #PlatformEngineering #Syntaxa
Modified 4,000 times by 60 engineers, and a series of quick fixes that are now load-bearing.
Nobody updated the diagram. Nobody knows the full picture. That's architecture drift.
Syntaxa closes the gap.
#ArchitectureIntelligence #SoftwareEngineering
Nobody updated the diagram. Nobody knows the full picture. That's architecture drift.
Syntaxa closes the gap.
#ArchitectureIntelligence #SoftwareEngineering
June 12, 2026 at 1:50 PM
Modified 4,000 times by 60 engineers, and a series of quick fixes that are now load-bearing.
Nobody updated the diagram. Nobody knows the full picture. That's architecture drift.
Syntaxa closes the gap.
#ArchitectureIntelligence #SoftwareEngineering
Nobody updated the diagram. Nobody knows the full picture. That's architecture drift.
Syntaxa closes the gap.
#ArchitectureIntelligence #SoftwareEngineering
AI wrote it. Free. Fast. Everywhere.
Code generation: ~$0.00
Now, do you actually know what it cost your system?
Structural truth, from source.
That's what Syntaxa does.
#AITools #CTO #SoftwareDev #TechStartup #CodeGeneration #Syntaxa
Code generation: ~$0.00
Now, do you actually know what it cost your system?
Structural truth, from source.
That's what Syntaxa does.
#AITools #CTO #SoftwareDev #TechStartup #CodeGeneration #Syntaxa
June 10, 2026 at 12:02 PM
AI wrote it. Free. Fast. Everywhere.
Code generation: ~$0.00
Now, do you actually know what it cost your system?
Structural truth, from source.
That's what Syntaxa does.
#AITools #CTO #SoftwareDev #TechStartup #CodeGeneration #Syntaxa
Code generation: ~$0.00
Now, do you actually know what it cost your system?
Structural truth, from source.
That's what Syntaxa does.
#AITools #CTO #SoftwareDev #TechStartup #CodeGeneration #Syntaxa
Most M&A diligence reviews code. Few inspect architecture.
Hidden technical debt can delay integration by 6–18 months.
Syntaxa reveals the structural risks before the deal closes.
#TechDueDiligence #SoftwareRisk #CTO #Syntaxa
Hidden technical debt can delay integration by 6–18 months.
Syntaxa reveals the structural risks before the deal closes.
#TechDueDiligence #SoftwareRisk #CTO #Syntaxa
June 8, 2026 at 3:03 PM
Most M&A diligence reviews code. Few inspect architecture.
Hidden technical debt can delay integration by 6–18 months.
Syntaxa reveals the structural risks before the deal closes.
#TechDueDiligence #SoftwareRisk #CTO #Syntaxa
Hidden technical debt can delay integration by 6–18 months.
Syntaxa reveals the structural risks before the deal closes.
#TechDueDiligence #SoftwareRisk #CTO #Syntaxa