From Dev.to Community
Tech Articles
Curated developer articles, tutorials, and guides � auto-updated hourly
guanjiawei3d ago • 10 min read
A Token Is Not a Thing
Demand for GPT-5.5 and Opus 4.7 is nearly infinite, the mid-tier has vanished, and low-to-mid-range ...
#ai#token#infra#compute
1 0
guanjiawei1d ago • 6 min read
The Hidden Thread in Token Business: Cost Is Set by KV Cache Hits, Not Throughput
When people estimate token costs, they usually watch TTFT, TPOT, and throughput. What actually makes...
#ai#infra#kvcache#inference
0 0
AI Tech Connect1d ago • 1 min read
IndiaAI 34K GPUs at ₹150/hr: Startup Unit Economics vs UK and Cloud
India's subsidised compute changes the cost-per-inference floor for IN builders; UK Sovereign AI Com...
#funding#infra#ai#machinelearning
0 0
AI Tech Connect4d ago • 1 min read
Crusoe Drops MI300X to $1.71/hr: AMD's New Inference Price
Crusoe's AMD MI300X at $1.71/GPU-hr undercuts CoreWeave H100 ($6.16) and Lambda ($2.99–$3.79). A pra...
#product#infra#ai#machinelearning
0 0
AI Tech Connect2d ago • 1 min read
IndiaAI Mission: 34,000 GPUs at Rs 150/Hour — Builder Access Guide
The IndiaAI Mission's subsidised compute pool offers GPU access at roughly Rs 150 per hour. Who qual...
#opensource#infra#ai#machinelearning
0 0
AI Tech Connect3d ago • 1 min read
Prompt Caching in Production: Anthropic, OpenAI, Gemini
Prompt caching is the single biggest API-cost lever most teams leave on the table. How IN and UK bui...
#product#infra#ai#machinelearning
0 0
AI Tech Connect5d ago • 1 min read
Cerebras IPO at $56B: Why OpenAI Bet 750MW on Wafer-Scale
Cerebras closed day one at a $56B valuation on 14 May 2026 — and a 750MW, multi-year OpenAI inferenc...
#modelrelease#infra#ai#machinelearning
0 0
AI Tech Connect6d ago • 1 min read
Krutrim's Bodhi-1: Can India's First AI Chip Dent NVIDIA Dependence?
Bhavish Aggarwal's Krutrim has a 2026 launch window for Bodhi-1, its first AI accelerator. We weigh ...
#modelrelease#infra#ai#machinelearning
0 0
AI Tech Connect16h ago • 1 min read
Glasswing: 23,019 OSS Flaws, <1% Patched — Builder Action Plan
Anthropic's Mythos Preview scanned 1,000 OSS projects and flagged 6,202 high or critical bugs. The p...
#infra#research#ai#machinelearning
0 0
AI Tech Connect3d ago • 1 min read
RAG Observability in Production: Langfuse, LangSmith, Arize
Every IN and UK RAG team eventually asks the same question — why did it hallucinate. The six-platfor...
#opensource#infra#ai#machinelearning
0 0
AI Tech Connect4d ago • 1 min read
Antigravity 2.0: Google's Agent-First Dev Platform Goes Live
Google I/O 2026 rebuilds Antigravity around five surfaces — Desktop, CLI, SDK, Managed Agents API an...
#infra#product#ai#machinelearning
0 0
AI Tech Connect11h ago • 1 min read
WebMCP: The Open Browser-Agent Protocol from Google I/O 2026
A builder's guide to exposing JS functions and HTML forms as structured tools for browser-based AI a...
#infra#opensource#ai#machinelearning
0 0
AI Tech Connect10h ago • 1 min read
Insider Attacks on Multi-Agent LLM Consensus: arXiv 2605.08268
A 2026 arXiv paper trains RL attackers against multi-agent LLM voting. What builders shipping consen...
#infra#research#ai#machinelearning
0 0
AI Tech Connect6d ago • 1 min read
AISI on Isambard-AI: What UK's Sovereign Supercomputer Is Running
The UK AI Security Institute is using Isambard-AI for frontier-safety evaluations of the largest mod...
#infra#policy#ai#machinelearning
0 0
AI Tech Connect1d ago • 1 min read
Microsoft's $17.5B India AI Infrastructure Bet, 2026–2029
Microsoft committed its largest-ever Asia investment — $17.5B to expand hyperscale AI data centres a...
#product#infra#ai#machinelearning
0 0
AI Tech Connect3d ago • 1 min read
Self-Hosting DeepSeek V4-Pro: Break-Even Math on 8 H100
DeepSeek V4-Pro at $0.435 input and $0.87 output per million tokens is the cheapest frontier API. He...
#infra#opensource#ai#machinelearning
0 0
AI Tech Connect2d ago • 1 min read
EU AI Act GPAI Enforcement Live 2 Aug 2026: Builder Checklist
Commission supervision and enforcement powers against GPAI providers activate on 2 August 2026 — doc...
#infra#policy#ai#machinelearning
0 0
AI Tech Connect3d ago • 1 min read
Claude Agent SDK in Production: Budgets, Tools, Harness
The Claude Agent SDK ships a clean prototype path, but production demands per-task budgets, least-pr...
#product#infra#ai#machinelearning
0 0
AI Tech Connect3d ago • 1 min read
Anthropic Self-Hosted Sandboxes + MCP Tunnels: Deploy Guide
Anthropic shipped self-hosted sandboxes and MCP tunnels at Code with Claude London on 19 May 2026. H...
#product#infra#ai#machinelearning
0 0
AI Tech Connect6d ago • 1 min read
B200 vs H100 Inference Economics: When Self-Hosting Wins in 2026
Blackwell drops per-token inference cost roughly 7x under H100. The cleanest decision table we have ...
#infra#ai#machinelearning
0 0
AI Tech Connect3d ago • 1 min read
vLLM 0.9 on H100: PagedAttention Tuning + Docker/KEDA Stack
The production vLLM 0.9 stack for H100 — PagedAttention tuning, FP8 tensor parallel, Docker Compose ...
#opensource#infra#ai#machinelearning
0 0