Infrastructure as Code in 2026: Two Forks at 1.16 and 1.13, a $6.4B Owner, 912 Public State Files, and One Agent That Ran terraform destroy
Infrastructure as code three years after the BSL relicence: Terraform 1.16.5 under IBM versus OpenTofu 1.13.1 under the Linux Foundation and who shipped what first, HCP Terraform at $0.10 to $0.99 per resource with the legacy free plan gone, CDKTF and System Initiative archived, Pulumi 3.267 and Crossplane 2.4, a Terraform MCP server that grew from registry lookups to workspace administration in 15 months, 44 percent running AI for infrastructure but 34 percent trusting it, 912 exposed state files with 41 live AWS keys, and the agent that ran terraform destroy on 2.5 years of production.
13 minOct 5, 2026DevOps Still Matters in 2026: AI Cut Delivery Stability 7.2%, Then Doubled Merged PRs and Added 91% to Review Time
Why DevOps is the big thing of the agent era: DORA 2024 found a 25% rise in AI adoption cost 1.5% throughput and 7.2% stability, DORA 2025 saw throughput turn positive while instability stayed up across nearly 5,000 respondents, and DORA's 2026 ROI model budgets a 15% three-month dip and a change failure rate rising from 5% to 6%; GitHub merged 518.7M PRs (+29%) and over 1M agent PRs in five months, Faros telemetry on 10,000 developers shows 98% more PRs and 91% longer reviews, METR found experienced developers 19% slower, and the Replit postmortem's fixes are 2015 DevOps controls.
13 minOct 5, 2026Coding Agents in 2026: Cursor at $2B Then Sold to SpaceX, Cognition at $1B, 58% on Terminal-Bench, and the Only RCT Still Says Slower
The coding-agent market as the primary sources report it in October 2026: Cursor from $500M to $1B to $2B in nine months and then acquired by SpaceX, Cognition from $73M to a $1B run-rate at a $48B valuation, Claude Code past $500M, Lovable at $13.3B, nearly 140,000 organisations on Copilot; four re-pricings from requests to tokens; Terminal-Bench 4.0 topping out at 58.2 percent for $3,267 a run; METR's redesigned study at minus 4 to minus 18 percent against 1.4 to 2x self-reports; 45 percent insecure samples, 1.7x more issues per AI pull request, and curl's bug bounty closed.
14 minOct 5, 2026CI/CD in 2026: Agents Opened 1M PRs in 5 Months, Bots Write 1 in 5 Reviews, and Most Agent PRs Get No Human Look
What the pipeline looks like when AI agents open the pull requests: GitHub's coding agent went GA on 25 September 2025 and opened over a million PRs in five months, Copilot code review passed 60 million reviews and one in five on GitHub, CodeRabbit has reviewed 13 million PRs on $88 million raised, and the first studies find most agent PRs get no human review attention. The gates that still hold: the assigner cannot approve, an extra approval for bot authors, path fences, signed commits, SLSA provenance, and a workflow YAML that gives agent PRs their own lane.
13 minOct 5, 2026Browser Agents in 2026: 90.2% on OSWorld-Verified, 20.6% on OSWorld 2.0, and Three Agent Browsers Already Shut Down
Computer-use agents passed the 72.36 percent human baseline on OSWorld-Verified this year (90.2 percent for the top framework, 86.0 for Claude Fable 5), then scored 20.6 percent on the 108-task OSWorld 2.0 that replaced it; Operator, Project Mariner and ChatGPT Atlas were all discontinued within 19 months; prompt-injection success in Anthropic's own tests fell from 23.6 to 11.2 percent and no vendor claims zero; Cloudflare sells HTTP 402 access to agents while 52 percent of crawling is for training; and hosting settled on one headless Chrome per microVM at $0.02 to $0.12 a browser-hour.
13 minOct 5, 2026AIOps in 2026: 47% on ITBench, 10% on Hard On-Call, $6.50 an Investigation, and Four Outages Where the Automation Was the Incident
The incident-response agents of 2026 against the evidence: Datadog Bits AI SRE GA at about 6.5 credits ($6.50) per investigation, PagerDuty's approval-gated SRE Agent, Grafana's six GA agent tools, Splunk's AI SRE, Elastic buying Deductive, Resolve at a $1B headline valuation on $4M ARR, Traversal's $48M; benchmarks from 13.8% on ITBench in 2025 to 47% in May 2026, 20.7% exact root cause on OpenRCA 2.0, 10% on hard ORCA-Bench and 40% hallucinated causes; what the AWS, Azure, Cloudflare and Google postmortems say about automation; and why a human should hold the button.
14 minOct 5, 2026AI SOC Agents in 2026: 98% Accuracy Claims, 23 to 34% on the Benchmark, and 0% of Teams Letting Them Act Alone
What the security-operations agents from Microsoft, Google, CrowdStrike, Palo Alto, SentinelOne, Torq and a billion-dollar startup cohort actually do in 2026 and what is measured: a median of 100 alerts a day and 28 percent never investigated, 75-minute mean investigations, Microsoft's $4-an-hour compute units and Google's token meter, CrowdStrike's 98 percent triage claim against Meta's 23 to 34 percent benchmark, Anthropic's and Google's reports of attackers running agents against defenders, and a Sigma rule and CI step that keep a human on the merge button.
14 minOct 5, 2026Agent Memory in 2026: Vendors Claim 92.5 on LoCoMo, a Plain Filesystem Scored 74, and Every Memory Product Lost to BM25
Agent memory systems in 2026, kept honest: Mem0's 66.9 on LoCoMo in its own paper versus 92.5 on its managed platform a year later, Zep's 75.1 rebuttal and the three bugs behind Mem0's 66.0 for Zep, Letta's 74.0 with only a filesystem, MemoryAgentBench putting every commercial system under 45 on retrieval against BM25 at 60.5, Hindsight's 89.6, first-party memory from ChatGPT, Claude and Gemini with dates, both labs' compaction APIs, what re-reading 115k tokens costs at cache-read prices, a Postgres and pgvector layer with supersession, and why memory poisoning is still unfixed.
13 minSep 9, 2026AI for Science in 2026: One Phase III Trial, Two Operational Weather Models, and Erdős Proofs Nobody Wants to Read
What has actually been validated outside the lab that made the claim: rentosertib's Phase III start, ECMWF and NOAA running AI forecasts operationally, Evo 2's viable phage genomes, the Erdős-problem scoreboard and its rediscovery problem, the GNoME and MatterGen materials that turned out not to be new, and the licence and pip-install status of every open model an engineer can run this week.
16 minSep 9, 2026Agent-to-Agent Protocols in 2026: A2A Reached 1.0, Three ACPs Died or Merged, and MCP Learned to Do Most of the Same Job
What Google's Agent2Agent protocol actually specifies at v1.0, what changed when it moved into the Agentic AI Foundation in August, which vendors have shipped it versus announced it, how MCP's July 2026 revision reproduced A2A's task lifecycle almost state for state, the first real CVE on an A2A surface, what the production data says about how rare multi-hop agent systems are, and a working server and client on the 1.1 SDK with the breaking changes listed.
14 minSep 8, 2026Robot Foundation Models in 2026: 500,000 Hours of Human Video, 50-Step Action Chunks, and a Winning Score of 0.26
What vision-language-action models actually do, from π0's flow-matching action head to Gemini Robotics 2 and GR00T N1.7; who shipped humanoids (Unitree 5,500, AgiBot 15,000) and who didn't (Tesla, zero); the teleoperation behind the demos; and the benchmark numbers that say a home robot is not close. With a LeRobot dataset I loaded this morning.
14 minSep 8, 2026AI Found the Bugs: 23,000 Findings in a Month, a 3-Day Patch Mandate, and the End of curl's Bounty
From AIxCC's 18 real bugs in August 2025 to Project Glasswing's 23,019 findings by May 2026 and the first AI-written zero-day exploited in the wild. What the cyber reasoning systems, Big Sleep, Codex Security and Mythos Preview actually did, why bug bounties are drowning, why CISA now wants federal patches in three days, and a workflow for a small team that keeps the humans looking only at validated findings.
13 minSep 8, 2026Agent Observability in 2026: The Spans Are Standard, the Standard Isn't Stable, and Nobody Reads the Logs
OpenTelemetry's GenAI conventions moved to their own repo in June and still carry the Development badge; every vendor from Datadog to Grafana ingests them anyway. I instrumented an agent loop with the official Python library, show the exact spans it emits, and go through what the 2026 eval papers say actually catches failures: pass^k, log inspection, and a step budget.
13 minSep 7, 2026Stablecoins in 2026: $300B in Supply, 1% Real Payments, and Rails Being Rebuilt for Agents
GENIUS Act rules are still proposals, Visa settles $7B a year in USDC, Stripe launched its own chain, and x402 has 165 million transactions worth about $50 million. An infrastructure engineer separates the settlement layer that is real from the agent-payments layer that is mostly still a demo.
16 minSep 7, 2026No-Code Didn't Die. It Sold for 2.7x ARR While Its Replacement Raised at 27x
Airtable sold to Bending Spoons for about a quarter of its 2021 valuation on $480M of growing revenue. Lovable raised at $13.3B on $500M. Flowise archived itself and said why. What the 2026 numbers say about visual builders, prompt-to-app tools and agentic automation, and where every generated app still breaks.
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