Kunal - DEV Community

Kunal

Aug 14

Local LLM Break-Even Math [2026]: Power, Idle, Depreciation

#localllm #cost #finops #hardware

10 min read

Kunal

Aug 13

OpenAI Codex Desktop Linux Install Guide [2026]: Sandbox + Data Egress

#linux #codex #aicoding #desktopapp

11 min read

Kunal

Aug 13

AI Agent Sandbox Linux VM [2026]: Safe Tool Use, No K8s

#sandboxing #aiagents #linux #aisecurity

12 min read

Kunal

Aug 12

Deepfake Voice Detection: 7-Step Detector Eval Guide [2026]

#deepfake #voicesecurity #fraud #biometrics

14 min read

Kunal

Aug 12

Debug HTTP/3 QUIC in Production: 8-Step Playbook [2026]

#http3 #quic #webperf #networking

10 min read

Kunal

Aug 11

Transparent Huge Pages + Postgres: Stop P99 Latency Cliffs [2026]

#postgres #linux #performancetuning #clouddevops

11 min read

Kunal

Aug 11

Data Privacy in RAG Redaction and Retention [2026 Playbook]

#rag #privacy #llmops #datasecurity

13 min read

Kunal

Aug 10

AI Engineering Evals: Regression Gates for Prompts, Tools, RAG [2026]

#llmops #testing #evals #cicd

11 min read

Kunal

Aug 10

AI Agent Observability Logging Schema [2026]: OTel + Redaction

#llmops #observability #opentelemetry #aiagents

11 min read

Kunal

Aug 9

Deepfake Voice Detection for Call Centers [2026]: Deploy It Right

#deepfake #fraudprevention #voicesecurity #voip

2

13 min read

Kunal

Aug 9

LLM Latency Benchmark Methodology: Streaming UX Metrics [2026]

#llmops #latency #benchmarking #streaming

13 min read

Kunal

Aug 8

Reproducible Terminal Dev Environment: direnv + mise [2026]

#terminal #cli #direnv #mise

1

8 min read

Kunal

Aug 8

AI Agent Evaluation Framework 2026: 8 Metrics Beyond Task Success

#aiagents #evals #benchmarks #reliability

13 min read

Kunal

Aug 7

10 HITL Tool Approval Patterns for AI Agents [2026]

#aiagents #humanintheloop #security #tooluse

12 min read

Kunal

Aug 6

Cloudflare Workers AI Agents + Durable Objects: What Runs Where [2026]

#cloudflareworkers #durableobjects #edgecomputing #aiagents

15 min read

Kunal

Aug 6

7 Metrics to Measure AI Coding Impact on Engineering Metrics [2026]

#engineeringmetrics #aitools #workflow #aicoding

11 min read

Kunal

Aug 5

TypeScript 7 Native Compiler Benchmark: My TS6 vs TS7 Recipe [2026]

#typescript #performance #buildtools #cicd

11 min read

Kunal

Aug 5

CSS Popover API Examples + Accessibility Patterns [2026]

#css #webplatform #a11y #frontend

13 min read

Kunal

Aug 5

Prevent Sensitive Data Leakage in RAG: The 2026 Playbook

#rag #privacy #observability #llmops

14 min read

Kunal

Aug 5

Agent Evaluation Harness [2026]: Replay, Rubrics, CI Gates

#aiagents #evals #testing #llmops

10 min read

Kunal

Aug 3

Claude Code Alternative Open Source [2026]: 4 Workflows That Replace It

#aicoding #developertools #opensource #codingagents

15 min read

Kunal

Aug 2

Docker Compose vs Kubernetes for AI/ML [2026]: Use Which?

#kubernetes #dockercompose #mlops #aiinfrastructure

15 min read

Kunal

Aug 2

Claude Code Security [2026]: Risks, Safe Setup, Team Policy

#claudecode #aisecurity #appsec #promptinjection

14 min read

Kunal

Aug 2

LangGraph vs CrewAI vs AutoGen vs PydanticAI [2026 Matrix]

#aiagents #langgraph #crewai #autogen

11 min read

Kunal

Aug 2

ROCm vs CUDA 2026: Consumer GPU Compatibility Matrix

#amd #rocm #cuda #localllm

16 min read

Kunal

Aug 2

AI Agent Control Flow Patterns [2026]: Retries, HITL, Checkpoints

#aiagents #agentarchitecture #langgraph #reliability

12 min read

Kunal

Aug 2

9 Picks for the Best Local Model for Agentic Coding [2026]

#localllm #modelselection #aicoding #agenticai

15 min read

Kunal

Aug 1

Ollama vs LM Studio 2026: Pick the Right Local LLM Runtime

#ollama #lmstudio #localllm #llmtools

12 min read

Kunal

Aug 1

Local LLM Benchmark Methodology [2026]: TTFT vs tok/s Done Right

#localllm #benchmarks #llamacpp #quantization

9 min read

Kunal

Aug 1

AI Coding Assistant Reviews 2026: The Only Buyer Framework That Holds Up

#aicoding #developerproductivity #tooling #evaluationframework

15 min read

Kunal

Jul 21

OpenTelemetry Instrumentation for AI Agents [2026]: Ship It

#opentelemetry #llmops #aiagents #observability

13 min read

Kunal

Jul 20

Rust Allocator: jemalloc vs mimalloc vs tcmalloc for P99 [2026]

#rust #performance #latency #jemalloc

12 min read

Kunal

Jul 20

AI Coding Team Workflow Policy Guide [2026]: Stop the PR Flood

#aicoding #engineeringleadership #codereview #workflow

14 min read

Kunal

Jul 19

Agent-Specific Attack Surfaces Security [2026]: What AppSec Misses

#aiagents #appsec #threatmodeling #llmsecurity

16 min read

Kunal

Jul 19

How AI Generates World Cup 2026 Highlights

#ai #worldcup2026 #sportstechnology #broadcasttechnology

14 min read

Kunal

Jul 18

AI Code Review in Your CI/CD Pipeline: 2026 Setup

#codereview #cicd #githubactions #aicoding

13 min read

Kunal

Jul 18

AI-Readable Documentation: 8 Templates That Agents Actually Use [2026]

#documentation #aicoding #developerproductivity #writing

14 min read

Kunal

Jul 18

Run Local LLMs in VS Code: No Copilot Plan [2026]

#vscode #localllm #ollama #githubcopilot

13 min read

Kunal

Jul 18

Agent Per-Task Cost Calculation [2026]: Retries, Tools, Caching

#aiagents #llmcost #tokenoptimization #productionai

10 min read

Kunal

Jul 16

5 AI Coding Team Breakdowns Nobody Warns You About [2026]

#aicoding #teamworkflow #developerproductivity #claudecode

16 min read

Kunal

Jul 16

Gemma 4 26B CPU Inference Benchmark: 5 tok/s Production Math [2026]

#gemma4 #cpuinference #localllm #benchmark

16 min read

Kunal

Jul 15

RAG Context Window Limits: Why Bigger Is Not Better [2026]

#rag #retrievalaugmentedgeneration #contextwindow #productionai

16 min read

Kunal

Jul 14

AI Agent Cost Per Task [2026]: Token Budgets & Break-Even Math

#aiagents #llmcost #claudecode #aider

16 min read

Kunal

Jul 13

OpenCode vs Claude Code Token Overhead: 4.7x Gap Tested [2026]

#opencode #claudecode #tokenoptimization #aicoding

16 min read

Kunal

Jul 13

Terminal CLI Tools for AI Developers [2026 Setup Guide]

#terminal #cli #developertools #aicoding

14 min read

Kunal

Jul 12

Evaluate AI Agents in Production: 3-Level Framework [2026]

#aiagents #evals #testing #productionai

17 min read

Kunal

Jul 11

AI Voice Detector: Detect AI Audio & Speech [2026]

#aivoicedetector #deepfakeaudio #voicecloningdetection #aispeechdetector

17 min read

Kunal

Jul 11

Agentic AI in Software Engineering [2026]

#aiagents #agenticai #softwareengineering #aicoding

17 min read

Kunal

Jul 11

5 Prompt Patterns From My 100+ Prompt Playbook [2026]

#promptengineering #aicoding #developertools #llm

16 min read

Kunal

Jul 11

Fine-Tuning vs RAG vs Prompt Engineering: Decision Framework [2026]

#finetuning #rag #promptengineering #productionai

15 min read

Kunal

Jul 10

Aider vs Claude Code vs OpenHands: CLI AI Coding Tested [2026]

#aider #claudecode #openhands #aicoding

16 min read

Kunal

Jul 8

10 Self-Hosted AI Tools That Replace SaaS [2026 Tested]

#selfhostedai #opensource #saasalternative #homelab

16 min read

Kunal

Jul 7

AI Coding Assistant Team Adoption: What Breaks After Everyone Gets a License [2026]

#aicoding #developerproductivity #engineeringleadership #teamworkflow

16 min read

Kunal

Jul 6

LLM Quantization Levels Compared: Q4_K_M vs Q8_0 vs FP16 [2026]

#localllm #quantization #gguf #ollama

1

15 min read

Kunal

Jul 5

AI Code Review Tools 2026 Compared: What Catches Bugs vs What Fakes Confidence

#codereview #aicoding #developertools #coderabbit

20 min read

Kunal

Jul 5

Local AI Voice Assistant Stack 2026: Whisper + Piper + Ollama Wired Together

#localai #voiceassistant #whisper #pipertts

1

15 min read

Kunal

Jul 4

AI Agent Memory State Management Guide [2026]

#aiagents #memorymanagement #langgraph #productionai

17 min read

Kunal

Jul 4

AI Agent Security Attack Surface Map [2026 Checklist]

#aisecurity #aiagents #threatmodeling #attacksurface

15 min read

Kunal

Jul 4

Advanced Prompt Injection Techniques 2026: 7 Attack Chains Beyond OWASP #1

#promptinjection #aisecurity #owasp #llmsecurity

19 min read

Kunal

Jul 3

LLM Latency Benchmarks 2026: 6 Levers to Hit Sub-500ms TTFT

#llmlatency #aiperformance #productionai #timetofirsttoken

15 min read

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