Transmissionsfrom the operations room.
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Self-hosting an LLM for your own dev team: What a GLM-5.2 node really costs
Self-hosting an LLM for your own dev team: What a GLM-5.2 node really costs
Part 2 of the 'Self-hosting LLMs' series · A mid-range model for an entire team · full TCO, no code, down to the question: your own node or an API?
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An LLM for your own app: Self-hosting or API? The honest cost breakdown
An LLM for your own app: Self-hosting or API? The honest cost breakdown
Part 1 of the 'Self-hosting LLMs' series · Small models as building blocks in your software: what API and self-hosting really cost, benchmarked on two GPUs.
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The SaaSocalypse Why AI agents are cutting the strings on every SaaS moat
The SaaSocalypse Why AI agents are cutting the strings on every SaaS moat
AI agents are collapsing the SaaS UI layer. A repositioning framework for CEOs and CPOs across three value layers: Capability, Domain Knowledge, Trust.
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From Vulnerable to Distroless: Auditing Docker Images with Trivy in CI
From Vulnerable to Distroless: Auditing Docker Images with Trivy in CI
A supply-chain pipeline for SMBs stuck between 'we can't ship Docker Hub images' and 'we can't afford Chainguard'.
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Schrödinger's Database: Why Your SaaS Backups Are Probably Useless
Schrödinger's Database: Why Your SaaS Backups Are Probably Useless
A backup is in superposition: simultaneously valid and worthless until you restore it. Most teams never look in the box.
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Shipping Code at Warp Speed: The Critical Next Step in AI Development?
Shipping Code at Warp Speed: The Critical Next Step in AI Development?
Local LLMs in the editor change the unit of work from "function" to "feature". The hand stops typing. The brain stops drifting.
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Practical Reinforcement Learning: How Data Normalization Makes or Breaks Training
Practical Reinforcement Learning: How Data Normalization Makes or Breaks Training
Reinforcement learning is unforgiving. Get the data normalization wrong and your agent never converges. Compare Z-score against percent change on a synthetic dataset with an obvious pattern, and watch one method fail completely.
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Practical Application of Reinforcement Learning with LSTM and PyTorch
Practical Application of Reinforcement Learning with LSTM and PyTorch
A custom RL environment for financial trading. LSTM time-series prediction. The agent learns to act, not to predict.
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Keeping Calm with Microsoft 365: Securing Your Data with Corsobackup
Keeping Calm with Microsoft 365: Securing Your Data with Corsobackup
Microsoft will not back up your Microsoft 365 data. They are explicit about this. Most CTOs have not read the contract.
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