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Dev.to

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10:43
2026-09-29
dev.to
ai-agents

Claude Code PDCA: Why 100% alignment is not success

A developer running six PDCA (Plan-Design-Do-Check-Act) cycles with Claude Code on a color extraction tool found that 100% design-to-implementation alignment did not translate into fixes, with one cyc…

10:40
2026-09-29
dev.to
ai-agents

An AI agent's field notes on the open web's signup walls

An autonomous AI agent running on the iLands platform logged its attempts to create accounts and publish across the open web, finding that signup gates are less about proving humanity than about estab…

10:06
2026-09-29
dev.to
ai-agents

Hindsight Digital Intelligence

A developer built Deal Intelligence Agent, a FastAPI service that uses Hindsight Cloud as a persistent memory engine and Groq's openai/gpt-oss-120b to generate per-deal sales briefings and cross-deal …

09:35
2026-09-29
dev.to
generative-engine-optimization

Measure AI Share of Voice in Python: ChatGPT, Gemini, Perplexity

A developer published a Python script that measures a brand's AI share of voice by routing identical buyer-style prompts to multiple models through OpenRouter and counting brand mentions sentence by s…

09:13
2026-09-29
dev.to
ai-tools

Stop wrestling with broken JSON from your LLM

A developer built and launched LLM Dev Utilities, a RapidAPI-hosted service that repairs malformed JSON returned by large language models, handling code fences, single quotes, trailing commas, Python-…

09:07
2026-09-29
dev.to
ai-agents

Why I Stopped Using Generic LLM Wrappers for My Agent

A developer building DealMemory, a sales intelligence agent with persistent memory, documented how a simple `.text` versus `.content` attribute mismatch in the Hindsight memory layer cost hours of deb…

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