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DevTools Trends

Dashboard Weekly Monthly Yearly Reports

Top Gainers

This Week
Topic Mentions WoW Change
Local AI 65 +306.3%
AI Model Fine-tuning 179 +92.5%
Secrets Management 642 +77.3%
MCP 2,330 +68.0%
Zero Trust 25 +66.7%

Top Declines

This Week
Topic Mentions WoW Change
Token engineering 0 -100.0%
Gemini 3.7 Flash 4 -90.5%
TPUs 4 -88.6%
Subagents 25 -67.9%
Data Pipeline 34 -63.4%

All Tracked Topics

Topic Keywords Mentions Posts Companies WoW Change Projected
MCP Concept mcp model context protocol 2,330 177 88 +68.0% ~15
AI Agents Concept ai agent ai agents agentic ai +2 more 1,015 284 116 -23.2% ~12
LLM Concept llm large language model llms +1 more 956 202 95 +1.3% ~7
Real-time Concept real-time realtime real time +2 more 723 192 93 -18.9% ~13
Secrets Management Concept secrets management secret management vault +1 more 642 129 55 +77.3% --
Observability Concept observability o11y tracing +1 more 564 127 64 -25.8% --
AI Coding Assistant Concept copilot ai coding code assistant +2 more 380 138 66 +25.8% ~2
Voice AI Concept voice ai voice agent voice agents +7 more 337 46 19 -17.6% ~5
Kubernetes Concept kubernetes k8s k8 +1 more 304 95 37 -53.7% ~4
Vector Search Concept vector search vector database vector db +3 more 246 66 40 -44.8% --
Platform Engineering Concept platform engineering internal developer platform idp +1 more 203 76 27 -36.8% --
AI Model Fine-tuning Concept fine-tuning fine tuning finetuning +4 more 179 38 19 +92.5% ~2
OpenTelemetry Concept opentelemetry otel open telemetry 172 25 18 -5.5% --
Serverless Concept serverless lambda functions as a service +1 more 147 61 32 -20.5% ~2
RAG Concept rag retrieval augmented generation retrieval-augmented 118 34 25 -27.6% ~5
Developer Experience Concept developer experience dx devx +1 more 115 72 29 +27.8% --
AI Guardrails Concept ai guardrails ai safety responsible ai +6 more 65 33 15 -50.4% --
Local AI Concept local ai models on-device ai private ai +6 more 65 6 5 +306.3% ~4
WebMCP Concept WebMCP 63 4 4 +50.0% --
Multi-agent systems Concept multi-agent distributed agents distributed agent systems +4 more 62 33 21 -17.3% --
Harness engineering Concept harness engineering agent harness engineering agent behavior +5 more 38 27 18 -7.3% --
Data Pipeline Concept data pipeline etl elt +2 more 34 25 22 -63.4% ~5
Agent sandbox Concept ai agent sandbox sandboxed agent runtime agent container +6 more 27 8 5 -10.0% --
Subagents Concept subagents agent delegation agent fan-out +3 more 25 17 14 -67.9% --
Zero Trust Concept zero trust zero-trust ztna 25 12 6 +66.7% ~1
Loop engineering Concept agent loops agentic loops loop engineering +4 more 21 12 11 +5.0% --
Reinforcement learning Concept reinforcement learning reward-based learning rlhf +3 more 17 7 5 -46.9% ~1
Cloud agents Concept cloud agents server-side agents managed ai agents +4 more 16 5 5 -5.9% --
OpenClaw Concept openclaw clawdbot moltbot +2 more 13 4 3 -38.1% --
Cost per task Concept cost per task cost per successful task intelligence per dollar +5 more 11 6 6 -31.3% --
Gemini 3.7 Flash Implementation LLM gemini 3.7 flash 3.7 flash 4 1 1 -90.5% --
TPUs Concept tensor processing unit tpu tpus +3 more 4 2 1 -88.6% --
Agent Plugins Concept agent plugins specification agent plugins v1 agent plugins 1.0 +5 more 3 3 2 +50.0% --
Edge Computing Concept edge computing edge function edge runtime +1 more 3 3 3 -50.0% --
AI Coding Agent Pricing Concept ai coding subscription llm coding pricing ai coding agent pricing +8 more 2 2 2 -- --
MLX Concept mlx mlx framework apple silicon ml +2 more 2 2 2 -33.3% --
Token engineering Concept tokenbudgeting token cost optimization token spend control +3 more 0 0 0 -100.0% --
Plushcap, by Matt Makai. 2021-2026.