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AI Development Articles
Page 8 of 20. 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 8 of 20
The newest AI Development guides and analysis
Score your RAG pipeline across 80 points — ingestion, chunking, embeddings, retrieval quality, generation grounding, observability — severity-ranked.
#rag-audit#rag-quality+7 more
2026-05-03
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Score your prompt library across 100 points — coverage, versioning, eval suite, regression detection, model-fit testing, governance discipline.
#prompt-library#prompt-evaluation+7 more
2026-05-03
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Build a Claude Skill end-to-end: SKILL.md, scripts, references, allowed-tools, and ship as a project or user slash command. Working example included.
#claude-skill#claude-code+7 more
2026-05-02
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Build a working Claude Code subagent from .claude/agents/ markdown to first invocation. Tool restrictions, system prompt design, orchestration patterns.
#claude-code#subagent+7 more
2026-05-02
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Where MCP adoption lands by Q3 2026 — server count, enterprise deployment, vendor pivots, standards-war scenarios. Forecast + three confidence bands.
#mcp-adoption#model-context-protocol+7 more
2026-05-01
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Thirty H2 2026 predictions on agent capabilities, MCP adoption, agency labor shifts, ad-tech disruption, and enterprise deployment. Confidence rating + sources.
#agentic-ai-predictions#h2-2026-forecast+7 more
2026-05-01
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The Q2 2026 agentic-AI quarterly — model releases, MCP adoption, enterprise deployments, funding, regulatory shifts. 12 charts on where the market moved.
#state-of-agentic-ai#quarterly-report+7 more
2026-05-01
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200 agentic AI terms — agents, MCP, memory, planning, evaluation, governance. Examples, source links, cross-references. The reference glossary.
#agentic-ai#glossary+8 more
2026-04-30
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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
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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
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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
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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
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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
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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
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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
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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
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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
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DALL-E, Midjourney API, Imagen, Stable Diffusion 3.5, Ideogram, Flux, Recraft, FAL, Replicate. Per-image cost, latency, quality benchmarks across 12 providers.
#ai-image-generation#dalle+8 more
2026-04-28
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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
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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
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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
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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
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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
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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
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