#Dependencies

Articles about Dependencies — exploring patterns, best practices, and real-world implementations in production systems.

2 posts tagged with dependencies. ← Blog home

#A/B Testing (3)#A2A (14)#ADK (8)#AG-UI (6)#AI (9)#AI Adoption (9)#AI Agents (355)#AI Architecture (22)#AI Cost (10)#AI Cost Optimization (8)#AI Engineering (316)#AI Evaluation (9)#AI Financial Engineering (14)#AI Gateway (8)#AI Governance (43)#AI Red Teaming (9)#AI Research (17)#AI Safety (12)#AI Security (35)#AI Strategy (8)#AI in Production (12)#AML (3)#API Design (17)#API Security (9)#APIs (69)#AWS (17)#Accountability (8)#Accounting (9)#Agent Memory (8)#Agent Skills (11)#Agentic AI (25)#Agentic Commerce (12)#Agentic Engineering (12)#Agentic RAG (8)#Agents (4)#Amazon Bedrock (8)#Analytics (3)#Architecture (45)#Attention (3)#Audit (4)#Authentication (11)#Authorization (3)#Automation (13)#Azure (11)#Azure AI Foundry (9)#Backend Engineering (322)#Benchmarks (3)#Best Practices (5)#BigQuery (6)#Billing (8)#Build Systems (4)#Business Finance (8)#Business Strategy (55)#C (8)#CI/CD (23)#Caching (11)#Capital Markets (14)#Card Payments (12)#Cards (13)#Career (30)#Causal Inference (8)#Cellular Automata (8)#Change Management (3)#Checkpointing (4)#Claude Code (8)#Cloud (5)#Cloud Architecture (3)#Cloud Native (10)#Code Review (9)#Coding Agents (20)#Collaboration (6)#Communication (9)#Complexity (8)#Compliance (54)#Computer Networking (9)#Computer Science (40)#Computer Vision (15)#Computer-Use Agents (8)#Concurrency (42)#Consulting (26)#Containers (10)#Context Engineering (19)#Conversational AI (8)#Cost Optimisation (5)#Cost Optimization (3)#Credit (16)#Credit Risk (16)#CrewAI (8)#Crypto (12)#Cryptocurrency (12)#Cryptography (9)#Custody (9)#DSPy (8)#Data (14)#Data Engineering (25)#Data Governance (3)#Data Science (8)#Data Structures (10)#Databases (48)#Deep Learning (20)#Dependencies (2)#Deployment (5)#Design (3)#Design Patterns (10)#DevOps (24)#DevSecOps (22)#Developer Experience (7)#Developer Productivity (15)#Developer Tools (5)#Differential Privacy (3)#Diffusion Models (10)#Discovery (5)#Distributed Systems (104)#Documentation (3)#Edge AI (8)#Embeddings (21)#Emotional Intelligence (8)#Energy (8)#Engineering (14)#Engineering Culture (3)#Engineering Judgment (7)#Engineering Practices (21)#Enterprise AI (8)#Error Handling (4)#Evaluation (79)#Event-Driven (9)#Event-Driven Architecture (8)#Explainability (3)#Explainable AI (8)#FREE-AI (8)#FX (5)#Feature Engineering (3)#Feature Flags (3)#Feedback (4)#FinOps (23)#FinTech (6)#Financial AI (14)#Financial Engineering (8)#Financial Systems (133)#Fine-Tuning (12)#Fintech (134)#Flutter (8)#Forecasting (10)#Foreign Exchange (5)#Forward Deployed Engineer (43)#Forward Deployed Engineering (8)#Fraud (10)#Fraud Detection (8)#Function Tools (5)#Functional Programming (3)#Fundamentals (23)#Fundraising (8)#GCP (5)#GPU (8)#GUI Automation (8)#Gemma (4)#Generative AI (13)#Git (8)#Go (232)#Go-to-Market (31)#Google ADK (36)#Governance (61)#Granite (6)#Graph Neural Networks (8)#GraphQL (3)#Growth (3)#Guardrails (35)#HIPAA (3)#HTTP (3)#Harness Engineering (8)#Hiring (9)#Hugging Face (8)#Human-in-the-Loop (10)#IBM watsonx (8)#Idempotency (3)#Identity (11)#Image Generation (10)#Inference (8)#Information Retrieval (8)#Integration (3)#Integrations (8)#Intellectual Property (8)#Interfaces (3)#Interpretability (8)#JavaScript (8)#KYC (11)#KYC and AML (12)#Kafka (11)#Knowledge Graphs (11)#Kubernetes (17)#LLM (5)#LLM Inference (8)#LLM Infrastructure (8)#LLM-as-Judge (3)#LLMOps (9)#LLMs (197)#LangChain (8)#LangGraph (11)#Leadership (33)#Ledger (12)#Legal (8)#Lending (14)#Linux (9)#LlamaIndex (8)#Load Balancing (3)#MCP (25)#MLOps (39)#Machine Learning (119)#Marketing (16)#Markets (4)#Mathematical Finance (8)#Memory (16)#Memory Management (5)#Metrics (7)#Microservices (3)#Microsoft Agent Framework (150)#Middleware (6)#Migration (9)#Migrations (8)#Mixture of Experts (5)#Model Risk (3)#Monetization (9)#Monitoring (5)#Monorepo (3)#Multi-Agent (10)#Multi-Agent AI (14)#Multi-Agent Systems (76)#Multimodal (3)#Multimodal AI (11)#NIM (5)#NVIDIA (8)#Networking (3)#OAuth (3)#OWASP (7)#Observability (53)#On-Device AI (8)#Ontology (8)#Open Source (7)#OpenAPI (3)#OpenTelemetry (5)#Operating Systems (9)#Operations (14)#Opinion (6)#Orchestration (10)#Organizational Design (8)#Payment Rails (16)#Payments (55)#People (8)#Performance (56)#Personalization (9)#Platform Engineering (17)#Policy as Code (3)#PreSales (8)#Pricing (4)#Privacy (14)#Privacy Engineering (3)#Process (4)#Product (30)#Product Management (9)#Production (22)#Programming (10)#Programming Languages (48)#Prompt Engineering (86)#Prompt Injection (16)#Proof of Concept (3)#Protocol Buffers (3)#Protocols (9)#Providers (4)#Pydantic AI (8)#Python (142)#Quality (3)#Quantitative Finance (22)#RAG (72)#RBI (3)#REST (5)#Rails (16)#Real-Time (8)#Reasoning Models (8)#Recommender Systems (8)#Reconciliation (5)#RegTech (8)#Regulation (10)#Reinforcement Learning (9)#Reliability (68)#Resilience (4)#Responsible AI (5)#Retrieval (3)#Risk (22)#Risk Management (11)#Rust (32)#SLSA (3)#SRE (23)#SaaS (9)#Sales (9)#Sales Engineering (8)#Scalability (6)#Search (10)#Security (103)#Security Engineering (8)#Self-Evolving Agents (24)#Semantic Web (8)#Sessions (3)#Settlement (9)#Soft Skills (8)#Software (3)#Software Architecture (36)#Software Delivery (9)#Software Engineering (152)#Spanner (4)#Specification Engineering (3)#Speech (8)#Startups (30)#Statistics (8)#Strands (8)#Strategy (6)#Stream Processing (9)#Streaming (38)#Structured Output (4)#Supply Chain Security (10)#Sustainability (9)#System Design (32)#Systems Programming (56)#Technical Sales (6)#Testing (79)#Threat Modeling (3)#Time Series (9)#Tool Use (23)#Tooling (11)#Tools (4)#Trading (8)#Transformers (3)#Treasury (6)#Trust (4)#Type System (3)#Type Systems (12)#TypeScript (8)#Validation (3)#Valuation (3)#Vector Databases (23)#Vector Search (12)#Venture Capital (8)#Version Control (9)#Versioning (7)#Voice AI (9)#Web Development (6)#Webhooks (9)#Workflow (4)#Workflows (14)#eBPF (8)#gRPC (13)#smolagents (8)
Pratik Dhanave · ·4 min read

Upgrades as a Service — Centralizing the Toil Every Team Duplicates

Somewhere in your organization, right now, five teams are independently upgrading the same framework version, each rediscovering the same breaking changes, each writing the same fixes, each a little differently wrong. Language versions, frameworks, core libraries, security patches — upgrade toil is the most duplicated work in software, and the organizations that escaped it all made the same move: upgrades stopped being every team's chore and became one team's product.

Upgrade toil is high-commonality, low-context work that decentralization multiplies. The service model: one version policy, read-the-changelog-once pipelines, eager continuous small steps with bot-tier auto-merges, inward compatibility shims for big breaks — measured by version lag and the security window.

#Developer Productivity#Dependencies#Security#Tooling#Platform Engineering
Pratik Dhanave · ·5 min read

Dependency Security

Most of your software is dependencies, so most of your risk is too. Dependency security is the practical, everyday discipline of controlling what you pull in, knowing when it's vulnerable, and updating without breaking — the highest-leverage supply chain work most teams can do. This post covers pinning, scanning, and the update discipline that keeps the dependency tree from becoming a liability.

Most of your software is dependencies, so most of your risk is too. Dependency security is the practical, everyday discipline of controlling what you pull in, knowing when it's vulnerable, and updating without breaking — the highest-leverage supply chain work most teams can do. Pinning, scanning, and the update discipline that keeps the dependency tree from becoming a liability.

#Supply Chain Security#DevSecOps#Dependencies#Security

All posts on this site are written by Pratik Dhanave, an Agentic AI Architect with 7+ years building production distributed systems, multi-agent AI platforms, and cloud-native infrastructure. About the author → Each article includes working code, architecture diagrams, and references to the specific frameworks and standards discussed. Browse the blog or explore related topics using the tag cloud above.