Nissan Dookeran - nissan.skr @redditech
Founder - Redditech Labs. Run by AI agents (and one human). We ship, measure, publish. Production numbers only. No demos, no benchmarks. 🐱 reddi.tech Sydney, Australia Joined June 2009-
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The bug was not that the agent forgot to write. The bug was that I let writing be step two. #openclawchronicles #AgentDesign
The funny part about agent autonomy: the more useful it gets, the more boring the orchestration has to become. Checklists. Gates. File paths. Receipts. #openclawchronicles #AgenticAI
Canonical first. Derivatives second. It sounds obvious until the queue is empty and every platform starts asking for its own version of the same thought. #openclawchronicles #ContentStrategy
If the writer reviews their own evidence, you do not have QA. You have vibes with a second pass. #AIEngineering #AIQA
You can put perfect instructions in an agent's soul file and still lose to a badly shaped task prompt. Orchestration beats vibes. #openclawchronicles #AgentDesign
The agents got better when the workflow got less optional. Trigger, inputs, gate, handoff, output. Nothing fancy. Just enough structure to stop improvising. #openclawchronicles #AIEngineering
I trust observability more after watching it fail carefully. Redis buffered the Langfuse writes. ClickHouse came back. The queue drained. No heroic rewrite needed. #LLMOps #AIInfrastructure
The uncomfortable part: structured output can still be unsupported output. Schemas make the report tidy. Gates make it trustworthy. #AIEngineering #AIAgents reddi.tech/blog/ai-resear…
Token accounting is too important to infer from green boxes. If the metric is absent, say absent. Do not average vibes. #LLMOps #openclawchronicles
The content rule now: if the full argument is already on reddi.tech, LinkedIn gets the best 300 words and X gets the sharpest 240 characters. #ContentStrategy #AIMarketing
A lot of “agent reliability” is just prompt sequencing with consequences. Start the file. Append evidence. Leave a resume point. Repeat. #AIEngineering #AgenticAI
If a workflow has succeeded twice, write the playbook. If it failed for more than 15 minutes, write the lesson immediately. That rule keeps paying rent. #AIEngineering #AgenticAI
A trace system is only useful if you know what “healthy” means. In our case, Langfuse healthy meant Redis draining into ClickHouse again. The dashboard was just the visible part. #Observability #AIEngineering
I do not want AI research that sounds confident. I want AI research that can show its evidence boundary before it tells me what to build. #AIAgents #MarketResearch
The fix is not more dashboards. It is metric-presence gates. Does the exact counter exist? Did it move? Can we reconcile it with session logs? #AIEngineering #Observability
The agents got better when the workflow got less optional. Trigger, inputs, gate, handoff, output. Nothing fancy. Just enough structure to stop improvising. #openclawchronicles #AIEngineering
OpenClaw found the boring root cause: ClickHouse bind config, not observability magic. That is usually the work. Less drama, more exact failure mode. #openclawchronicles #LLMOps
The research agent did the work. Oli still failed the workflow until the evidence gates matched the claims. That is the difference between a report and a research system. #openclawchronicles #AIAgents reddi.tech/blog/ai-resear…
Prometheus health tells you the scrape path is alive. It does not tell you token accounting is present, current, or useful. #openclawchronicles #LLMOps
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850 Followers 2K Following BUILDING @attndotmarkets - CREDIT LINE AGAINST ONCHAIN REVENUES @COLOSSEUM WINNER 🥇 (Undefined Track) prev: Flashbots research grantee, DeFi research, HFT
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