Category
AI Development Articles
Page 22 of 34. Deep dives into AI-assisted and agentic development. Coding agents, frontier model releases, SDKs, prompting patterns, and the engineering workflows behind building production software with AI.
Page 22 of 34
The newest AI Development guides and analysis
120 MCP terms — server, transport, primitive, sampling, prompt, tool, resource, agent loop, governance. The plain-language MCP reference guide.
#mcp#model-context-protocol+8 more
2026-04-30
Read Article
120 terms across vector search, embeddings, hybrid retrieval, reranking, BM25 fusion, and ANN algorithms. With formulas, code samples, and benchmark references.
#vector-search#embeddings+8 more
2026-04-30
Read Article
Fifty prompt patterns by task type — extraction, transformation, classification, reasoning, agent loops. With model-specific notes and reusable templates.
#prompt-engineering#prompt-patterns+8 more
2026-04-30
Read Article
ReAct, Reflexion, plan-execute, multi-agent debate, swarm, hierarchy, blackboard, graph-orchestrated patterns. Reference architectures + trade-offs.
#agent-architecture#ai-agents+8 more
2026-04-30
Read Article
Eighty AI eval metrics — quality (BLEU, ROUGE, BERTScore), agentic (success rate, tool accuracy), safety, fairness, RAG (faithfulness). Defined.
#ai-evaluation#eval-metrics+8 more
2026-04-30
Read Article
Five-way comparison — Claude Code, Cursor, Codex Desktop, Replit Agent 3, Devin. Pricing, agent autonomy, MCP, eval scores, and reference workloads.
#ai-coding-agents#claude-code+8 more
2026-04-28
Read Article
Five browser-control agents compared — Playwright + Claude, Stagehand, Browserbase, Anthropic Computer Use, OpenAI CUA. Reliability, cost, and DX data.
#browser-automation#ai-agents+8 more
2026-04-28
Read Article
Six agent-observability platforms compared on tracing, eval, cost, and production-monitoring. Workflow examples + decision matrix for agency stacks.
#agent-observability#langsmith+8 more
2026-04-28
Read Article
Pinecone, Qdrant, Weaviate, Milvus, Chroma, pgvector, Vertex Vector, Vespa compared on latency, cost, hybrid search, metadata filtering, managed-service.
#vector-database#pinecone+8 more
2026-04-28
Read Article
Compare image API pricing with a September 9 Flare and Sunburst token-rate update. Other provider rows retain their dated April comparison and limits.
#ai-image-generation#dalle+8 more
2026-04-28
Read Article
Five AI music platforms compared — Suno v4.5, Udio, ElevenLabs Music, Stable Audio, Riffusion. Quality, license terms, agency-fit, and pricing data.
#ai-music-generation#suno+8 more
2026-04-28
Read Article
n8n, Zapier AI, Make, Pipedream, Trigger.dev, Inngest, Temporal, AWS Step Functions for AI compared on agent integrations, cost, durability, and DX.
#workflow-orchestration#n8n+8 more
2026-04-28
Read Article
Defining ASR for production agents — completion vs partial vs hallucinated, cost-adjusted scoring, and benchmark suites. Formal methodology + reference dataset.
#agent-evaluation#agent-success-rate+6 more
2026-04-27
Read Article
Forecast monthly LLM token spend by client tier, workflow, model mix. Downloadable forecasting model + reconciliation cadence for agency CFOs.
#token-budget#ai-cost-management+6 more
2026-04-27
Read Article
Twelve agency workflows as multi-agent graphs — research, brief, draft, audit, review, deploy. Reference architectures + role taxonomy + handoffs.
#multi-agent-orchestration#agentic-workflows+6 more
2026-04-27
Read Article
Why agentic crawlers prefer Markdown, the llms.txt + AGENTS.md pattern, and file-tree spec for agent-ready sites. Reference implementation + audit.
#llms-txt#agents-md+6 more
2026-04-27
Read Article
Gate types, role mapping, escalation paths, and audit-trail patterns for human-in-the-loop agent reviews. Compliance-ready framework for regulated industries.
#agent-governance#approval-gates+6 more
2026-04-27
Read Article
Where agencies deploy agents, monthly token spend, ROI, blockers, and 2026 staffing changes. Original quantitative data from 250 marketing/dev agencies.
#agentic-ai#agency-survey+8 more
2026-04-26
Read Article
Pass rate, error class, latency, and tool-call success across 100 production MCP servers. The first comprehensive reliability study of the MCP ecosystem.
#mcp#model-context-protocol+8 more
2026-04-26
Read Article
How much agencies spend per agentic SEO audit, content brief, ad-copy iteration, and client report — with revenue lift attributed. 50 measured workflows.
#token-economics#agency-roi+8 more
2026-04-26
Read Article
DeepSeek-V4 ships April 24, 2026 as open-weight MoE: Pro (1.6T/49B active) and Flash (284B/13B), 1M context, 27% FLOPs and 10% KV cache vs V3.2.
#deepseek-v4#deepseek-v4-pro+6 more
2026-04-24
Read Article
MoE choices powering 2026 frontier models compared — total vs active params, routing strategies, sparsity ratios, and the downstream cost implications.
#mixture-of-experts#moe-architecture+8 more
2026-04-24
Read Article
GPU spend, ops headcount, latency, and break-even volume for hosting Llama, Qwen, DeepSeek, and Mistral yourself vs API. With per-token cost curves at 4 scales.
#self-hosting-llm#ai-tco+8 more
2026-04-24
Read Article
Paged attention, prefix caching, MQA/GQA, MLA, and quant-aware caching — when each technique pays off and the inference-cost numbers behind it.
#kv-cache#llm-inference+8 more
2026-04-24
Read Article
Digital Applied newsletter
Deep dives on AI, marketing and development.
Practical guides and fresh insights by email. No recycled takes.