insights · market notes
Short notes on the releases and shifts that matter for running AI agents in Malaysia. The deep engineering write-ups live on our hub — each note links to the full analysis.
25 Jul 2026 · model release
Anthropic's new flagship keeps Opus 4.8's price (≈RM23.50 in / RM117.50 out per million tokens) but early adopters report a fraction of the reasoning tokens per task and far less variance. For Malaysian back-office agents — reconciliation, invoice matching — the effective cost per resolved case just dropped without a price change. Our hub analysis covers what to evaluate first.
Read the full Opus 5 analysis →30 Jun 2026 · model release
Near-Opus reasoning at Sonnet prices changes which Malaysian workloads justify the flagship. If your agents run high-volume flows with occasional hard cases, the routing split between Sonnet 5 and Opus is now the cost lever that matters most.
Read the Sonnet 5 breakdown →evergreen · engineering proof
Every agent pattern we deploy in Malaysia — cash application, order intake, bank reconciliation, support triage and more — is published with architecture, model selection, cost estimate and evaluation scorecard on the engineering hub. Read them before your first call with any vendor, including us.
Browse the use-case directory →