RepoGrep explores semantic-aware code search — a key building block for better reviews, refactors, and AI-assisted engineering.
app.ami.dev/repogrep
#DeveloperTools #CodeSearch
RepoGrep explores semantic-aware code search — a key building block for better reviews, refactors, and AI-assisted engineering.
app.ami.dev/repogrep
#DeveloperTools #CodeSearch
More engines, more specialization, more cloud lock-in, and more operational load pushed onto platform teams.
www.cs.cmu.edu/~pavlo/blog/...
#Databases #Data #Platform #CloudNative #SRE #DevOps
More engines, more specialization, more cloud lock-in, and more operational load pushed onto platform teams.
www.cs.cmu.edu/~pavlo/blog/...
#Databases #Data #Platform #CloudNative #SRE #DevOps
Spring Boot + GraalVM on Cloud Run delivers fast cold starts, lower memory use, and clean DDD-based architecture — without sacrificing scalability.
medium.com/google-cloud...
#Java #SpringBoot #Serverless #Cloud #GraalVM #Architecture
Spring Boot + GraalVM on Cloud Run delivers fast cold starts, lower memory use, and clean DDD-based architecture — without sacrificing scalability.
medium.com/google-cloud...
#Java #SpringBoot #Serverless #Cloud #GraalVM #Architecture
Design discussions focus on long-term simplicity and performance, not novelty. That discipline is why Go keeps powering critical infrastructure reliably.
🔗 github.com/golang/go/is...
#GoLang #Systems #Platform #OpenSource
Design discussions focus on long-term simplicity and performance, not novelty. That discipline is why Go keeps powering critical infrastructure reliably.
🔗 github.com/golang/go/is...
#GoLang #Systems #Platform #OpenSource
Since it's hard to create a portable high-level API, the Go team decided to start with a low-level, architecture-specific one and support only amd64 for now.
Since it's hard to create a portable high-level API, the Go team decided to start with a low-level, architecture-specific one and support only amd64 for now.
Managed, external, and hybrid options change who owns metadata, performance, and governance.
Open formats don’t remove trade-offs; they move them.
🔗 medium.com/google-cloud...
#Apache #Iceberg #Data #BigQuery
Managed, external, and hybrid options change who owns metadata, performance, and governance.
Open formats don’t remove trade-offs; they move them.
🔗 medium.com/google-cloud...
#Apache #Iceberg #Data #BigQuery
Fewer layers, smaller attack surface, faster boot — especially relevant for serverless, edge, and cost-sensitive workloads.
Worth revisiting what we’ve taken for granted.
🔗 foojay.io/today/java-j...
#Cloud #Nanos
Fewer layers, smaller attack surface, faster boot — especially relevant for serverless, edge, and cost-sensitive workloads.
Worth revisiting what we’ve taken for granted.
🔗 foojay.io/today/java-j...
#Cloud #Nanos
When models, guardrails, and retrieval are managed, AI becomes a repeatable product capability, not a one-off experiment.
🔗 aws.amazon.com/blogs/machin...
#AmazonBedrock #GenerativeAI
When models, guardrails, and retrieval are managed, AI becomes a repeatable product capability, not a one-off experiment.
🔗 aws.amazon.com/blogs/machin...
#AmazonBedrock #GenerativeAI
security failures are usually about authorization drift, not exploits.
Least privilege, continuous validation, and RBAC-as-code are no longer optional for platform teams.
🔗 thehackernews.com/2024/12/misc...
#K8s #RBAC #Azure
security failures are usually about authorization drift, not exploits.
Least privilege, continuous validation, and RBAC-as-code are no longer optional for platform teams.
🔗 thehackernews.com/2024/12/misc...
#K8s #RBAC #Azure
declare which workloads can be interrupted, get better economics in return.
This is cloud infra evolving toward intent-driven design — not everything needs 100% availability.
🔗 aws.amazon.com/about-aws/wh...
#AWS #EC2
declare which workloads can be interrupted, get better economics in return.
This is cloud infra evolving toward intent-driven design — not everything needs 100% availability.
🔗 aws.amazon.com/about-aws/wh...
#AWS #EC2
cefboud.com/posts/tcp-de...
#Networking #SRE
cefboud.com/posts/tcp-de...
#Networking #SRE
For users, this reinforces the need for flexible, efficiency-first architectures — not blind faith in scale.
🔗 www.theregister.com/2025/12/22/a...
#AI #Cloud
For users, this reinforces the need for flexible, efficiency-first architectures — not blind faith in scale.
🔗 www.theregister.com/2025/12/22/a...
#AI #Cloud
AI-assisted development, mature platform engineering, and security-first design are converging into a single operating model.
�� https://devops.com/3-notable-software-development-trends-for-2026-and-beyon#Softwaref#Platforma#AIr#DevOpsD#Cloud#Cloud
AI-assisted development, mature platform engineering, and security-first design are converging into a single operating model.
�� https://devops.com/3-notable-software-development-trends-for-2026-and-beyon#Softwaref#Platforma#AIr#DevOpsD#Cloud#Cloud
Done correctly, HSTS is a low-cost, high-impact security control that eliminates downgrade attacks and enforces HTTPS by default at the edge.
🔗 aws.amazon.com/blogs/securi...
#CloudSecurity #HSTS #AWS
Done correctly, HSTS is a low-cost, high-impact security control that eliminates downgrade attacks and enforces HTTPS by default at the edge.
🔗 aws.amazon.com/blogs/securi...
#CloudSecurity #HSTS #AWS
AI-powered, deployment-aware analysis can spot issues traditional scanners miss: RBAC drift, namespace trust issues, network exposure, sidecar risks, and pipeline order effects.
🔗 thenewstack.io/ai-can-deliv...
#k8s #AI #risk
AI-powered, deployment-aware analysis can spot issues traditional scanners miss: RBAC drift, namespace trust issues, network exposure, sidecar risks, and pipeline order effects.
🔗 thenewstack.io/ai-can-deliv...
#k8s #AI #risk
It gives AI tools explicit context, rules, and intent — reducing drift and improving code quality.
Every repo should adopt it.
🔗 build5nines.com/unlock-githu...
#GitHub #Copilot #AI
It gives AI tools explicit context, rules, and intent — reducing drift and improving code quality.
Every repo should adopt it.
🔗 build5nines.com/unlock-githu...
#GitHub #Copilot #AI
A CPU designed around how distributed systems actually behave.
🔗 www.nextplatform.com/2025/12/04/a...
#AWS #Graviton5 #CloudArchitecture #ARM
A CPU designed around how distributed systems actually behave.
🔗 www.nextplatform.com/2025/12/04/a...
#AWS #Graviton5 #CloudArchitecture #ARM
🔗 fil-c.org
#MemorySafety #SystemsProgramming #C #CPP
🔗 fil-c.org
#MemorySafety #SystemsProgramming #C #CPP
🔗 aws.amazon.com/blogs/aws/si...
#AWS #IAM #Security #MCP
🔗 aws.amazon.com/blogs/aws/si...
#AWS #IAM #Security #MCP
AI systems are being treated less like tools and more like autonomous infrastructure…
🔗 m.slashdot.org/story/449659
#AI #AGI #Safety #Governance
AI systems are being treated less like tools and more like autonomous infrastructure…
🔗 m.slashdot.org/story/449659
#AI #AGI #Safety #Governance
🔗 aws.amazon.com/blogs/devops...
#AWS #IaC #MCP #DevOps
🔗 aws.amazon.com/blogs/devops...
#AWS #IaC #MCP #DevOps
🔗 medium.com/google-cloud...
#AIInfra #TPU #GoogleCloud
🔗 medium.com/google-cloud...
#AIInfra #TPU #GoogleCloud
🔗 medium.com/google-cloud...
#SRE #AIOps #GoogleCloud #Gemini
🔗 medium.com/google-cloud...
#SRE #AIOps #GoogleCloud #Gemini
A more consistent, streamlined workflow for GNOME and Linux developers.
🔗 thenewstack.io/gnome-foundr...
#Linux #DevTools #OpenSource
A more consistent, streamlined workflow for GNOME and Linux developers.
🔗 thenewstack.io/gnome-foundr...
#Linux #DevTools #OpenSource
A great reminder that well-designed systems don’t need layers of abstraction to be powerful.
🔗 isene.org/2025/11/Simp...
#UNIX #Minimalism #OpenSource
A great reminder that well-designed systems don’t need layers of abstraction to be powerful.
🔗 isene.org/2025/11/Simp...
#UNIX #Minimalism #OpenSource