Practical decisions for AI and software
Technical guides to choose models, verify software and plan delivery.
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New comparisons, practical guides and engineering lessons.
Product & MVPPaid Pilot vs PoC vs Design Partner: Which One Proves Demand?
Decision guide for choosing the right evidence test: technical feasibility, customer learning or willingness to pay, with a seven-condition paid-pilot scorecard and contract brief.
Delivery & QAOpenAI Eval Sandbox Escape: 12 Controls Before You Test a Cyber Agent
A fact-checked incident analysis and procurement checklist for nested isolation, egress, credentials, control-plane separation, benchmark integrity, monitoring and forensic fallback.
Delivery & QAGit Worktrees vs Jujutsu for AI Coding Agents: 2026 Decision Guide
Buyer guide to repository caching, partial clone, Git worktrees and Jujutsu workspaces, with compatibility gaps, cost metrics and a measurable 14-day pilot.
Delivery & QACisco Antares Review: 1B Local AI for Vulnerability Localization
Buyer review of Antares-1B, its VLoc benchmark, GGUF and llama.cpp deployment, private CWE-driven triage, CI/CD integration, safety limits and a measurable 14-day pilot.
AI & AgentsMeterless Review 2026: Is This AI Agent Context Layer Ready?
Fact-checked buyer review of H-MEM, World Model, Markovian and Scout, including modeled token claims, license boundaries, production gaps and a two-week pilot.
Business & RegulationSoftware Agencies in Tyrol Compared 2026
A disclosed, official-source comparison of Wavect, IDUS, CreativeSystems, styleflasher, Frankford’s IT and westSite by project fit, without a universal ranking.
Business & RegulationAI Agent SLA Template: Accuracy, Latency, Human Handoff and Auditability
A copyable procurement schedule with formulas for task success, material hallucinations, tool use, p95 latency, handoff, dependency failure, model changes, trace retention, severity and remedies.
AI & AgentsNVIDIA Nemotron 3.5 ASR: Is Free Self-Hosted STT Ready for Voice Agents?
A buyer-focused review of the 80 ms claim, 40-locale caveat, H100 concurrency economics, OpenMDW license, Whisper trade-offs and a measurable production pilot.
AI & AgentsClaude Code vs OpenCode: Which Costs Less for a Team in 2026?
Claude Code vs OpenCode with an October 2026 benchmark snapshot, cache-pricing exceptions, historical evidence and a team cost-per-accepted-task checklist.
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