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Note de implementare AI
Learn Baciu.com adună conținut practic despre agenți, raționament, recuperarea cunoștințelor, automatizare și operarea sigură a sistemelor AI.
How to scope an AI pilot that survives production
Scope the operating model early: data access, evaluation, escalation, ownership, and release controls.
11.05.2026 · 9 min citire
Agentic systemsWhy agentic systems need escalation design
Autonomy without escalation policy turns small errors into operational incidents.
13.05.2026 · 8 min citire
Agentic systemsDesigning tool contracts for reliable agent actions
Typed tool interfaces reduce hallucinated actions and make retries safe.
15.05.2026 · 7 min citire
Reasoning qualityCounterfactual test suites for reasoning workflows
Test scenario variants before launch to detect brittle reasoning logic.
17.05.2026 · 10 min citire
GovernanceEvidence packets for human approval
Approval flows work when reviewers get concise context, not raw transcripts.
19.05.2026 · 6 min citire
Retrieval operationsRetrieval freshness SLOs and alerting
Knowledge systems need freshness targets, not just index size metrics.
21.05.2026 · 8 min citire
Retrieval operationsPermission-aware citation UX patterns
Show evidence safely without leaking restricted content across teams.
22.05.2026 · 7 min citire
Process automationTicket triage architectures for AI support teams
Classify, route, and escalate tickets with predictable queue behavior.
23.05.2026 · 9 min citire
Process automationSLA escalation graphs for agentic automation
Model SLA risk explicitly and trigger intervention before breaches happen.
24.05.2026 · 8 min citire
Platform operationsModel routing policies for cost and latency control
Route tasks by complexity and risk to balance quality, latency, and budget.
25.05.2026 · 8 min citire
Platform operationsObservability signals that matter for AI systems
Focus on decision quality and escalation behavior, not token counts alone.
26.05.2026 · 9 min citire
GovernanceRelease gates for prompt and model changes
Treat prompt and model updates like code changes with explicit approvals.
27.05.2026 · 7 min citire
Delivery strategyOperating cadences for AI adoption teams
Weekly rituals convert experimentation into accountable delivery.
28.05.2026 · 6 min citire
Delivery strategyHandoff patterns from build teams to client operators
Operational ownership transfer should be planned as a product milestone.
29.05.2026 · 8 min citire
AI economicsThe economics of production AI programs
Estimate value with baseline volume, cycle time, exception rate, adoption curve, and operating cost instead of generic AI claims.
30.05.2026 · 10 min citire
AI economicsBenchmarks that matter after AI go-live
Track resolution share, reviewer load, exception recovery, unit cost, latency, and quality deltas once the system is live.
31.05.2026 · 8 min citire