Opinions, Not Press Releases
Browse a curated front page, then move through focused topic and cluster hubs without losing older work to chronology.
Search every article
Use site search to search the full archive, not only this page.
No posts match your search. Try another term or pick a topic.
Latest articles
Nine articles per page, ordered by publication date.
Git 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.
Cisco 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.
Meterless 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.
Software 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.
AI 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.
NVIDIA 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.
Claude Code vs OpenCode: Which Costs Less for a Team in 2026?
A buyer-focused comparison using measured harness overhead, cache economics, subscription versus BYOK cost, enterprise controls and a reproducible cost-per-accepted-task benchmark.
Kimi K3 for EU Companies: API Cost, Data Risk, and a Pilot Plan
A buyer-focused review of K3 pricing, independent performance, Singapore data location, conflicting public terms, API integration limits, self-host reality and a measured two-week production pilot.
Mesh LLM Review: Can One Large LLM Run Across Multiple Computers?
A buyer-focused review of distributed local inference: how Skippy pools memory through layer stages, why speed does not scale with capacity, what the project's benchmarks prove and how to run a safe commercial pilot.
Follow the work that matters to you
Get a short email when we publish something new. Follow the whole blog or only the problems you care about.