Redditech Blog https://reddi.ai/blog Technical writing on AI, infrastructure, and local model evaluation. en <![CDATA[From Vibes to Contracts: Retrofitting SPDD onto Three AI-Built MVPs]]> https://reddi.ai/blog/from-vibes-to-contracts-spdd-openclaw https://reddi.ai/blog/from-vibes-to-contracts-spdd-openclaw Thu, 30 Apr 2026 00:00:00 GMT Nissan Dookeran <![CDATA[We Studied Portkey's Gateway for a Day. Then We Built Our Own Version and Shipped It.]]> https://reddi.ai/blog/portkey-patterns-specification-not-dependency https://reddi.ai/blog/portkey-patterns-specification-not-dependency Fri, 03 Apr 2026 00:00:00 GMT Nissan Dookran <![CDATA[Replacing OpenAI Embeddings with Ollama — $0 vs $5/hour]]> https://reddi.ai/blog/replacing-openai-embeddings-with-ollama https://reddi.ai/blog/replacing-openai-embeddings-with-ollama Fri, 03 Apr 2026 00:00:00 GMT Nissan Dookeran <![CDATA[The detective and the surgeon: what 395 experiments taught us about routing AI agents]]> https://reddi.ai/blog/detective-and-surgeon-ralph-lab-routing https://reddi.ai/blog/detective-and-surgeon-ralph-lab-routing Tue, 31 Mar 2026 00:00:00 GMT Nissan Dookeran <![CDATA[My OpenClaw Chronicles — What running local AI on a Mac Mini actually taught me]]> https://reddi.ai/blog/my-openclaw-chronicles-mac-mini https://reddi.ai/blog/my-openclaw-chronicles-mac-mini Sun, 29 Mar 2026 00:00:00 GMT Nissan Dookeran <![CDATA[My OpenClaw Chronicles — How I built a statistical proof that local AI can replace Claude]]> https://reddi.ai/blog/my-openclaw-chronicles-statistical-proof https://reddi.ai/blog/my-openclaw-chronicles-statistical-proof Sat, 28 Mar 2026 00:00:00 GMT Nissan Dookeran <![CDATA[How We Structured an AI Agent Team: Lessons from a Constitutional Standard Rollout]]> https://reddi.ai/blog/blog-agent-constitution https://reddi.ai/blog/blog-agent-constitution Fri, 20 Mar 2026 00:00:00 GMT Nissan Dookeran <![CDATA[I Built a Viral App in an Afternoon. Here's the Team That Did It.]]> https://reddi.ai/blog/blog-barry-starr-openclaw https://reddi.ai/blog/blog-barry-starr-openclaw Tue, 17 Mar 2026 00:00:00 GMT Nissan Dookeran <![CDATA[Model Size ≠ Model Fit: How Haiku Beat Mistral Large With a Real Deadline on the Line]]> https://reddi.ai/blog/model-task-fit-haiku-vs-mistral https://reddi.ai/blog/model-task-fit-haiku-vs-mistral Sat, 14 Mar 2026 00:00:00 GMT Nissan Dookeran <![CDATA[I Had an AI Agent Build, Deploy, and Instrument a Course Platform While I Watched]]> https://reddi.ai/blog/ai-agent-deployed-openclaw-academy https://reddi.ai/blog/ai-agent-deployed-openclaw-academy Fri, 06 Mar 2026 00:00:00 GMT Nissan Dookeran <![CDATA[I built redundancy. It failed redundantly.]]> https://reddi.ai/blog/blog-cascade-failure https://reddi.ai/blog/blog-cascade-failure Fri, 27 Feb 2026 00:00:00 GMT Nissan Dookeran <![CDATA[What running local AI on a Mac Mini actually taught me: 7 things the tutorials, YouTube and ChatGPT all skipped]]> https://reddi.ai/blog/blog-macos-daemon-gotchas https://reddi.ai/blog/blog-macos-daemon-gotchas Thu, 26 Feb 2026 00:00:00 GMT Nissan Dookeran <![CDATA[My OpenClaw chronicles #10 — Three AI systems, one config file, twenty minutes of downtime]]> https://reddi.ai/blog/blog-three-ai-systems-one-config-file https://reddi.ai/blog/blog-three-ai-systems-one-config-file Thu, 26 Feb 2026 00:00:00 GMT Nissan Dookeran <![CDATA[My eval was silently giving every analysis task a failing score for weeks (and why)]]> https://reddi.ai/blog/blog-silent-eval-bug https://reddi.ai/blog/blog-silent-eval-bug Wed, 25 Feb 2026 00:00:00 GMT Nissan Dookeran <![CDATA[The model I designed as my floor outperformed every candidate]]> https://reddi.ai/blog/blog-floor-model-surprise https://reddi.ai/blog/blog-floor-model-surprise Tue, 24 Feb 2026 00:00:00 GMT Nissan Dookeran <![CDATA[The free TTS model that beats OpenAI]]> https://reddi.ai/blog/blog-tts-beats-openai-v2 https://reddi.ai/blog/blog-tts-beats-openai-v2 Mon, 23 Feb 2026 00:00:00 GMT Nissan Dookeran <![CDATA[My OpenClaw chronicles — 958 shadow test runs later: what the data actually shows about local AI quality]]> https://reddi.ai/blog/blog-958-runs-scoreboard https://reddi.ai/blog/blog-958-runs-scoreboard Sun, 22 Feb 2026 00:00:00 GMT Nissan Dookeran